DataFrame
NO COMPARISON TARGET
26136
ROWS
0
DUPLICATES
26.6 MB
RAM
126
FEATURES
11
CATEGORICAL
113
NUMERICAL
2
TEXT
2.1.0
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
price
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,433
(40%)
ZEROES:
---
MAX
755
95%
321
Q3
254
AVG
222
MEDIAN
217
Q1
183
5%
136
MIN
31
RANGE
724
IQR
71.4
STD
60.4
VAR
3,653
KURT.
4.19
SKEW
0.943
SUM
5.8M
2
forecast_PLN
VALUES:
11,687
(45%)
MISSING:
14,449
(55%)
DISTINCT:
11,527
(44%)
ZEROES:
---
MAX
499
95%
289
Q3
242
AVG
211
MEDIAN
210
Q1
181
5%
133
MIN
53
RANGE
447
IQR
61.6
STD
48.6
VAR
2,366
KURT.
0.445
SKEW
0.087
SUM
2.5M
3
weekday
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
4
month
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
12.0
95%
12.0
Q3
10.0
MEDIAN
7.0
AVG
6.6
Q1
4.0
5%
1.0
MIN
1.0
RANGE
11.0
IQR
6.00
STD
3.43
VAR
11.8
KURT.
-1.20
SKEW
-0.013
SUM
171k
5
price_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,441
(40%)
ZEROES:
---
MAX
755
95%
321
Q3
254
AVG
221
MEDIAN
217
Q1
182
5%
135
MIN
31
RANGE
724
IQR
71.5
STD
60.5
VAR
3,659
KURT.
4.18
SKEW
0.942
SUM
5.8M
6
co2_price_pln_actual_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,001
(4%)
ZEROES:
---
MAX
150
95%
126
Q3
112
MEDIAN
102
AVG
95
Q1
83
5%
42
MIN
32
RANGE
118
IQR
29.7
STD
24.3
VAR
591
KURT.
-0.001
SKEW
-0.741
SUM
2.5M
7
co2_price_eur_actual_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
778
(3%)
ZEROES:
---
MAX
33.4
95%
28.8
Q3
25.9
MEDIAN
23.6
AVG
21.9
Q1
19.0
5%
10.1
MIN
7.6
RANGE
25.8
IQR
6.87
STD
5.43
VAR
29.5
KURT.
-0.076
SKEW
-0.779
SUM
573k
8
load_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,151
(4%)
ZEROES:
---
MAX
26,325
95%
24,525
Q3
21,925
MEDIAN
19,450
AVG
19,366
Q1
16,638
5%
14,225
MIN
10,438
RANGE
15,887
IQR
5,287
STD
3,231
VAR
10.4M
KURT.
-0.974
SKEW
-0.036
SUM
506.1M
9
capacity_jwcd_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,184
(12%)
ZEROES:
---
MAX
25,715
95%
23,705
Q3
22,601
MEDIAN
21,943
AVG
21,910
Q1
21,144
5%
20,073
MIN
17,649
RANGE
8,066
IQR
1,457
STD
1,116
VAR
1.2M
KURT.
0.479
SKEW
0.093
SUM
572.6M
10
capacity_njwcd_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,896
(26%)
ZEROES:
---
MAX
11,983
95%
10,172
Q3
7,949
AVG
6,752
MEDIAN
6,599
Q1
5,236
5%
4,262
MIN
3,524
RANGE
8,459
IQR
2,713
STD
1,820
VAR
3.3M
KURT.
-0.501
SKEW
0.501
SUM
176.5M
11
generation_jwcd_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,826
(41%)
ZEROES:
---
MAX
20,660
95%
18,262
Q3
16,250
MEDIAN
13,536
AVG
13,466
Q1
11,001
5%
8,180
MIN
2,676
RANGE
17,984
IQR
5,249
STD
3,235
VAR
10.5M
KURT.
-0.743
SKEW
-0.223
SUM
352.0M
12
generation_njwcd_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,892
(26%)
ZEROES:
---
MAX
11,239
95%
9,308
Q3
7,121
AVG
5,900
MEDIAN
5,759
Q1
4,359
5%
3,438
MIN
2,691
RANGE
8,548
IQR
2,762
STD
1,815
VAR
3.3M
KURT.
-0.543
SKEW
0.492
SUM
154.2M
13
generation_wind_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
4,668
(18%)
ZEROES:
---
MAX
5,490
95%
4,031
Q3
2,088
AVG
1,494
MEDIAN
1,148
Q1
562
5%
205
MIN
18
RANGE
5,472
IQR
1,526
STD
1,187
VAR
1.4M
KURT.
0.579
SKEW
1.12
SUM
39.1M
14
generation_solar_forecast_lag_24
VALUES:
6,360
(24%)
MISSING:
19,776
(76%)
DISTINCT:
1,160
(4%)
ZEROES:
2,753
(11%)
MAX
1,498
95%
1,041
Q3
515
AVG
271
MEDIAN
22
Q1
0
5%
0
MIN
0
RANGE
1,498
IQR
515
STD
369
VAR
136k
KURT.
0.096
SKEW
1.16
SUM
1.7M
15
reserve1_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,297
(5%)
ZEROES:
---
MAX
2,372
95%
2,207
Q3
1,970
MEDIAN
1,748
AVG
1,740
Q1
1,495
5%
1,278
MIN
937
RANGE
1,435
IQR
475
STD
291
VAR
84,497
KURT.
-0.965
SKEW
-0.033
SUM
45.5M
16
reserve2_forecast_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
17
load_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,740
(98%)
ZEROES:
---
MAX
26,532
95%
24,311
Q3
21,755
MEDIAN
19,277
AVG
19,211
Q1
16,544
5%
14,164
MIN
10,769
RANGE
15,764
IQR
5,211
STD
3,197
VAR
10.2M
KURT.
-0.971
SKEW
-0.018
SUM
502.0M
18
generation_jwcd_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,720
(98%)
ZEROES:
---
MAX
19,038
95%
16,693
Q3
14,426
AVG
12,187
MEDIAN
12,047
Q1
9,982
5%
7,965
MIN
5,030
RANGE
14,009
IQR
4,444
STD
2,762
VAR
7.6M
KURT.
-0.898
SKEW
0.064
SUM
318.5M
19
generation_pi_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
16,958
(65%)
ZEROES:
4
(<1%)
MAX
1,272
95%
437
Q3
108
MEDIAN
-3
AVG
-14
Q1
-13
5%
-691
MIN
-1,531
RANGE
2,803
IQR
121
STD
317
VAR
101k
KURT.
3.40
SKEW
-1.10
SUM
-377k
20
generation_irz_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
4,387
(17%)
ZEROES:
15,946
(61%)
MAX
673
95%
230
Q3
84
AVG
53
MEDIAN
0
Q1
0
5%
0
MIN
-2
RANGE
675
IQR
83.8
STD
85.2
VAR
7,266
KURT.
4.19
SKEW
1.94
SUM
1.4M
21
generation_njwcd_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,455
(97%)
ZEROES:
---
MAX
11,308
95%
9,494
Q3
7,314
AVG
6,016
MEDIAN
5,855
Q1
4,412
5%
3,448
MIN
2,727
RANGE
8,581
IQR
2,902
STD
1,880
VAR
3.5M
KURT.
-0.681
SKEW
0.444
SUM
157.2M
22
crossborder_sync_balance_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
24,002
(92%)
ZEROES:
---
MAX
2,107
95%
1,456
Q3
769
MEDIAN
439
AVG
397
Q1
12
5%
-661
MIN
-2,060
RANGE
4,167
IQR
757
STD
606
VAR
367k
KURT.
0.323
SKEW
-0.228
SUM
10.4M
23
crossborder_async_balance_actual_lag_24
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
23,242
(89%)
ZEROES:
---
MAX
1,384
95%
1,331
Q3
1,170
MEDIAN
791
AVG
719
Q1
385
5%
-344
MIN
-1,060
RANGE
2,444
IQR
786
STD
516
VAR
267k
KURT.
0.074
SKEW
-0.807
SUM
18.8M
24
CEPS_EXP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
9,000
(34%)
ZEROES:
244
(<1%)
MAX
0
95%
-61
Q3
-196
MEDIAN
-337
AVG
-400
Q1
-555
5%
-932
MIN
-1,787
RANGE
1,787
IQR
359
STD
274
VAR
74,994
KURT.
1.22
SKEW
-1.08
SUM
-10.5M
25
CEPS_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
4,484
(17%)
ZEROES:
5,940
(23%)
MAX
940
95%
396
Q3
99
AVG
85
MEDIAN
29
Q1
0
5%
0
MIN
0
RANGE
940
IQR
98.9
STD
133
VAR
17,573
KURT.
5.29
SKEW
2.27
SUM
2.2M
26
SEPS_EXP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
8,133
(31%)
ZEROES:
1,069
(4%)
MAX
0
95%
-2
Q3
-197
MEDIAN
-354
AVG
-366
Q1
-517
5%
-776
MIN
-1,237
RANGE
1,237
IQR
320
STD
228
VAR
52,153
KURT.
-0.306
SKEW
-0.379
SUM
-9.6M
27
SEPS_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,155
(4%)
ZEROES:
23,551
(90%)
MAX
505
95%
19
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
505
IQR
0.00
STD
29.7
VAR
882
KURT.
63.1
SKEW
7.24
SUM
147k
28
50HzT_EXP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
377
(1%)
ZEROES:
25,587
(98%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2
Q1
0
5%
0
MIN
-741
RANGE
741
IQR
0.00
STD
25.7
VAR
662
KURT.
358
SKEW
-17.7
SUM
-52,019
29
50HzT_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
15,270
(58%)
ZEROES:
411
(2%)
MAX
2,173
95%
1,660
Q3
1,363
MEDIAN
1,093
AVG
1,079
Q1
840
5%
424
MIN
0
RANGE
2,173
IQR
523
STD
384
VAR
147k
KURT.
0.111
SKEW
-0.391
SUM
28.2M
30
SVK_EXP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
2,362
(9%)
ZEROES:
23,480
(90%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-22
Q1
0
5%
-242
MIN
-598
RANGE
598
IQR
0.00
STD
78.7
VAR
6,187
KURT.
14.8
SKEW
-3.86
SUM
-571k
31
SVK_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,678
(14%)
ZEROES:
5,630
(22%)
MAX
605
95%
598
Q3
598
MEDIAN
551
AVG
379
Q1
29
5%
0
MIN
0
RANGE
605
IQR
569
STD
255
VAR
64,884
KURT.
-1.45
SKEW
-0.567
SUM
9.9M
32
UA_EXP_lag_24
VALUES:
0
(0%)
MISSING:
26,136
(100%)
DISTINCT:
0
(0%)
33
UA_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,378
(40%)
ZEROES:
2,704
(10%)
MAX
221
95%
214
Q3
210
MEDIAN
191
AVG
162
Q1
146
5%
0
MIN
0
RANGE
221
IQR
63.8
STD
64.3
VAR
4,133
KURT.
1.47
SKEW
-1.56
SUM
4.2M
34
LIT_EXP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,236
(12%)
ZEROES:
18,266
(70%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-56
Q1
-0
5%
-396
MIN
-498
RANGE
498
IQR
0.370
STD
127
VAR
16,211
KURT.
3.99
SKEW
-2.27
SUM
-1.5M
35
LIT_IMP_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
9,285
(36%)
ZEROES:
7,684
(29%)
MAX
492
95%
486
Q3
483
AVG
230
MEDIAN
212
Q1
0
5%
0
MIN
0
RANGE
492
IQR
483
STD
214
VAR
45,650
KURT.
-1.78
SKEW
0.087
SUM
6.0M
36
generation_wind_actual_lag_24
VALUES:
26,130
(>99%)
MISSING:
6
(<1%)
DISTINCT:
25,995
(>99%)
ZEROES:
---
MAX
5,729
95%
4,181
Q3
2,281
AVG
1,594
MEDIAN
1,260
Q1
620
5%
196
MIN
8
RANGE
5,721
IQR
1,662
STD
1,231
VAR
1.5M
KURT.
0.204
SKEW
0.987
SUM
41.7M
37
generation_solar_actual_lag_24
VALUES:
6,354
(24%)
MISSING:
19,782
(76%)
DISTINCT:
3,574
(14%)
ZEROES:
2,616
(10%)
MAX
1,729
95%
1,082
Q3
515
AVG
277
MEDIAN
27
Q1
0
5%
0
MIN
0
RANGE
1,729
IQR
515
STD
379
VAR
143k
KURT.
0.554
SKEW
1.25
SUM
1.8M
38
Biomass 200 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,781
(14%)
ZEROES:
3,962
(15%)
MAX
210
95%
204
Q3
201
MEDIAN
194
AVG
163
Q1
186
5%
0
MIN
0
RANGE
210
IQR
15.8
STD
71.1
VAR
5,051
KURT.
1.26
SKEW
-1.75
SUM
4.3M
39
Gas 200 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
22,732
(87%)
ZEROES:
1,048
(4%)
MAX
567
95%
467
Q3
420
MEDIAN
367
AVG
311
Q1
175
5%
94
MIN
0
RANGE
567
IQR
245
STD
130
VAR
16,966
KURT.
-0.658
SKEW
-0.696
SUM
8.1M
40
Gas 500 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
18,070
(69%)
ZEROES:
474
(2%)
MAX
1,374
95%
1,021
Q3
891
MEDIAN
805
AVG
725
Q1
543
5%
351
MIN
0
RANGE
1,374
IQR
347
STD
242
VAR
58,581
KURT.
0.362
SKEW
-0.450
SUM
18.9M
41
HPS 100 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
5,399
(21%)
ZEROES:
15,523
(59%)
MAX
374
95%
112
Q3
21
AVG
22
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
20.8
STD
41.9
VAR
1,755
KURT.
5.51
SKEW
2.30
SUM
567k
42
HPS 200 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
7,483
(29%)
ZEROES:
16,789
(64%)
MAX
1,021
95%
358
Q3
73
AVG
68
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,021
IQR
72.5
STD
136
VAR
18,610
KURT.
6.72
SKEW
2.50
SUM
1.8M
43
Hard coal 100 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
15,383
(59%)
ZEROES:
5,675
(22%)
MAX
258
95%
159
Q3
122
AVG
74
MEDIAN
70
Q1
42
5%
0
MIN
0
RANGE
258
IQR
80.3
STD
53.7
VAR
2,885
KURT.
-1.15
SKEW
0.072
SUM
1.9M
44
Hard coal 1000 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
21,689
(83%)
ZEROES:
1,834
(7%)
MAX
3,436
95%
2,349
Q3
1,493
AVG
1,086
MEDIAN
939
Q1
695
5%
0
MIN
0
RANGE
3,436
IQR
798
STD
636
VAR
404k
KURT.
0.031
SKEW
0.524
SUM
28.4M
45
Hard coal 200 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
26,101
(>99%)
ZEROES:
3
(<1%)
MAX
9,448
95%
6,975
Q3
5,427
AVG
4,520
MEDIAN
4,306
Q1
3,433
5%
2,760
MIN
0
RANGE
9,448
IQR
1,995
STD
1,326
VAR
1.8M
KURT.
-0.304
SKEW
0.601
SUM
118.1M
46
Hard coal 300 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
21,246
(81%)
ZEROES:
3
(<1%)
MAX
1,449
95%
1,354
Q3
816
AVG
629
MEDIAN
549
Q1
368
5%
184
MIN
0
RANGE
1,449
IQR
449
STD
331
VAR
110k
KURT.
-0.259
SKEW
0.798
SUM
16.5M
47
Hard coal 500 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
7,856
(30%)
ZEROES:
3,163
(12%)
MAX
1,526
95%
1,273
Q3
831
AVG
565
MEDIAN
519
Q1
327
5%
0
MIN
0
RANGE
1,526
IQR
504
STD
363
VAR
132k
KURT.
-0.200
SKEW
0.433
SUM
14.8M
48
Lignite 1000 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
14,228
(54%)
ZEROES:
2,965
(11%)
MAX
1,554
95%
799
Q3
776
MEDIAN
732
AVG
606
Q1
494
5%
0
MIN
0
RANGE
1,554
IQR
283
STD
254
VAR
64,493
KURT.
1.26
SKEW
-1.36
SUM
15.9M
49
Lignite 200 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
24,201
(93%)
ZEROES:
3
(<1%)
MAX
1,944
95%
1,554
Q3
1,246
AVG
989
MEDIAN
935
Q1
723
5%
542
MIN
0
RANGE
1,944
IQR
523
STD
323
VAR
105k
KURT.
-0.867
SKEW
0.325
SUM
25.8M
50
Lignite 300 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
25,041
(96%)
ZEROES:
3
(<1%)
MAX
4,187
95%
3,802
Q3
3,204
MEDIAN
2,702
AVG
2,678
Q1
2,129
5%
1,552
MIN
0
RANGE
4,187
IQR
1,076
STD
697
VAR
485k
KURT.
-0.726
SKEW
-0.135
SUM
70.0M
51
Lignite 500 generation_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
2,908
(11%)
ZEROES:
2,343
(9%)
MAX
630
95%
419
Q3
360
AVG
257
MEDIAN
227
Q1
198
5%
0
MIN
0
RANGE
630
IQR
162
STD
117
VAR
13,786
KURT.
-0.108
SKEW
-0.433
SUM
6.7M
52
Gas 500 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
877
(3%)
ZEROES:
---
MAX
1,540
95%
1,427
Q3
1,334
AVG
1,063
MEDIAN
1,002
Q1
947
5%
545
MIN
378
RANGE
1,162
IQR
387
STD
247
VAR
61,055
KURT.
-0.062
SKEW
-0.210
SUM
27.8M
53
Hard coal 100 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
87
(<1%)
ZEROES:
---
MAX
200
95%
200
Q3
200
MEDIAN
200
AVG
172
Q1
150
5%
100
MIN
100
RANGE
100
IQR
50.0
STD
41.5
VAR
1,718
KURT.
-0.770
SKEW
-1.02
SUM
4.5M
54
Hard coal 1000 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,350
(5%)
ZEROES:
56
(<1%)
MAX
3,795
95%
3,795
Q3
2,885
AVG
2,295
MEDIAN
2,238
Q1
1,719
5%
1,075
MIN
0
RANGE
3,795
IQR
1,166
STD
882
VAR
777k
KURT.
-0.747
SKEW
0.008
SUM
60.0M
55
Hard coal 200 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,541
(25%)
ZEROES:
---
MAX
12,411
95%
12,041
Q3
11,522
MEDIAN
11,026
AVG
10,945
Q1
10,351
5%
9,727
MIN
8,969
RANGE
3,442
IQR
1,171
STD
728
VAR
530k
KURT.
-0.863
SKEW
-0.234
SUM
286.1M
56
Hard coal 500 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
618
(2%)
ZEROES:
3
(<1%)
MAX
1,592
95%
1,592
Q3
1,352
MEDIAN
1,026
AVG
977
Q1
572
5%
12
MIN
0
RANGE
1,592
IQR
780
STD
448
VAR
201k
KURT.
-0.697
SKEW
-0.259
SUM
25.5M
57
Lignite 200 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,794
(7%)
ZEROES:
---
MAX
2,562
95%
2,327
Q3
2,092
AVG
1,923
MEDIAN
1,892
Q1
1,784
5%
1,480
MIN
1,009
RANGE
1,553
IQR
308
STD
244
VAR
59,563
KURT.
-0.112
SKEW
-0.271
SUM
50.3M
58
Lignite 300 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
990
(4%)
ZEROES:
---
MAX
4,614
95%
4,614
Q3
4,224
AVG
3,870
MEDIAN
3,854
Q1
3,484
5%
3,084
MIN
1,910
RANGE
2,704
IQR
740
STD
442
VAR
196k
KURT.
-0.235
SKEW
-0.166
SUM
101.2M
59
Hard coal 300 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
848
(3%)
ZEROES:
---
MAX
1,532
95%
1,532
Q3
1,532
AVG
1,208
MEDIAN
1,149
Q1
1,069
5%
763
MIN
180
RANGE
1,352
IQR
463
STD
274
VAR
75,064
KURT.
-0.737
SKEW
-0.405
SUM
31.6M
60
Lignite 500 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
124
(<1%)
ZEROES:
3
(<1%)
MAX
954
95%
954
Q3
954
MEDIAN
954
AVG
866
Q1
954
5%
474
MIN
0
RANGE
954
IQR
0.00
STD
184
VAR
33,970
KURT.
0.977
SKEW
-1.68
SUM
22.6M
61
Lignite 1000 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
125
(<1%)
ZEROES:
2,473
(9%)
MAX
858
95%
858
Q3
858
MEDIAN
858
AVG
762
Q1
858
5%
0
MIN
0
RANGE
858
IQR
0.00
STD
257
VAR
66,228
KURT.
4.41
SKEW
-2.49
SUM
19.9M
62
Biomass 200 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
63
Gas 200 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
64
HPS 100 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
65
HPS 200 available_lag_24
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
66
price_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,443
(40%)
ZEROES:
---
MAX
755
95%
321
Q3
254
AVG
221
MEDIAN
217
Q1
182
5%
135
MIN
31
RANGE
724
IQR
71.9
STD
60.6
VAR
3,672
KURT.
4.14
SKEW
0.946
SUM
5.8M
67
co2_price_pln_actual_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
999
(4%)
ZEROES:
---
MAX
145
95%
126
Q3
112
MEDIAN
102
AVG
95
Q1
82
5%
41
MIN
32
RANGE
113
IQR
30.0
STD
24.5
VAR
598
KURT.
-0.020
SKEW
-0.792
SUM
2.5M
68
co2_price_eur_actual_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
776
(3%)
ZEROES:
---
MAX
32.1
95%
28.7
Q3
25.8
MEDIAN
23.5
AVG
21.8
Q1
18.9
5%
9.8
MIN
7.6
RANGE
24.5
IQR
6.89
STD
5.47
VAR
29.9
KURT.
-0.084
SKEW
-0.819
SUM
570k
69
load_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,149
(4%)
ZEROES:
---
MAX
26,325
95%
24,538
Q3
21,950
MEDIAN
19,456
AVG
19,378
Q1
16,650
5%
14,250
MIN
10,438
RANGE
15,887
IQR
5,300
STD
3,230
VAR
10.4M
KURT.
-0.975
SKEW
-0.037
SUM
506.5M
70
capacity_jwcd_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,179
(12%)
ZEROES:
---
MAX
25,715
95%
23,693
Q3
22,591
MEDIAN
21,937
AVG
21,897
Q1
21,144
5%
20,073
MIN
17,649
RANGE
8,066
IQR
1,447
STD
1,103
VAR
1.2M
KURT.
0.532
SKEW
0.075
SUM
572.3M
71
capacity_njwcd_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,893
(26%)
ZEROES:
---
MAX
11,983
95%
10,156
Q3
7,945
AVG
6,748
MEDIAN
6,597
Q1
5,236
5%
4,262
MIN
3,524
RANGE
8,459
IQR
2,709
STD
1,816
VAR
3.3M
KURT.
-0.501
SKEW
0.499
SUM
176.4M
72
generation_jwcd_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,791
(41%)
ZEROES:
---
MAX
20,660
95%
18,262
Q3
16,258
MEDIAN
13,561
AVG
13,483
Q1
11,016
5%
8,224
MIN
2,676
RANGE
17,984
IQR
5,242
STD
3,222
VAR
10.4M
KURT.
-0.758
SKEW
-0.218
SUM
352.4M
73
generation_njwcd_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,885
(26%)
ZEROES:
---
MAX
11,239
95%
9,293
Q3
7,113
AVG
5,895
MEDIAN
5,758
Q1
4,359
5%
3,438
MIN
2,691
RANGE
8,548
IQR
2,754
STD
1,810
VAR
3.3M
KURT.
-0.544
SKEW
0.489
SUM
154.1M
74
generation_wind_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
4,651
(18%)
ZEROES:
---
MAX
5,490
95%
4,015
Q3
2,082
AVG
1,490
MEDIAN
1,145
Q1
561
5%
205
MIN
18
RANGE
5,472
IQR
1,521
STD
1,183
VAR
1.4M
KURT.
0.579
SKEW
1.12
SUM
38.9M
75
generation_solar_forecast_lag_168
VALUES:
6,216
(24%)
MISSING:
19,920
(76%)
DISTINCT:
1,158
(4%)
ZEROES:
2,663
(10%)
MAX
1,498
95%
1,046
Q3
526
AVG
275
MEDIAN
28
Q1
0
5%
0
MIN
0
RANGE
1,498
IQR
526
STD
372
VAR
138k
KURT.
0.026
SKEW
1.13
SUM
1.7M
76
reserve1_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,297
(5%)
ZEROES:
---
MAX
2,372
95%
2,207
Q3
1,971
MEDIAN
1,749
AVG
1,741
Q1
1,496
5%
1,280
MIN
937
RANGE
1,435
IQR
475
STD
291
VAR
84,471
KURT.
-0.967
SKEW
-0.034
SUM
45.5M
77
reserve2_forecast_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
78
load_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,738
(98%)
ZEROES:
---
MAX
26,532
95%
24,311
Q3
21,764
MEDIAN
19,288
AVG
19,221
Q1
16,556
5%
14,176
MIN
10,769
RANGE
15,764
IQR
5,209
STD
3,196
VAR
10.2M
KURT.
-0.972
SKEW
-0.020
SUM
502.3M
79
generation_jwcd_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,720
(98%)
ZEROES:
---
MAX
19,038
95%
16,693
Q3
14,428
AVG
12,199
MEDIAN
12,061
Q1
9,993
5%
8,002
MIN
5,030
RANGE
14,009
IQR
4,434
STD
2,753
VAR
7.6M
KURT.
-0.903
SKEW
0.068
SUM
318.8M
80
generation_pi_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
16,945
(65%)
ZEROES:
4
(<1%)
MAX
1,272
95%
435
Q3
107
MEDIAN
-3
AVG
-14
Q1
-13
5%
-688
MIN
-1,531
RANGE
2,803
IQR
120
STD
316
VAR
99,685
KURT.
3.41
SKEW
-1.09
SUM
-369k
81
generation_irz_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
4,401
(17%)
ZEROES:
15,924
(61%)
MAX
673
95%
230
Q3
85
AVG
53
MEDIAN
0
Q1
0
5%
0
MIN
-2
RANGE
675
IQR
85.1
STD
85.2
VAR
7,265
KURT.
4.19
SKEW
1.94
SUM
1.4M
82
generation_njwcd_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
25,453
(97%)
ZEROES:
---
MAX
11,201
95%
9,479
Q3
7,309
AVG
6,014
MEDIAN
5,855
Q1
4,412
5%
3,448
MIN
2,727
RANGE
8,474
IQR
2,897
STD
1,877
VAR
3.5M
KURT.
-0.688
SKEW
0.441
SUM
157.2M
83
crossborder_sync_balance_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
23,997
(92%)
ZEROES:
---
MAX
2,107
95%
1,455
Q3
767
MEDIAN
438
AVG
396
Q1
12
5%
-662
MIN
-2,060
RANGE
4,167
IQR
755
STD
605
VAR
367k
KURT.
0.348
SKEW
-0.232
SUM
10.3M
84
crossborder_async_balance_actual_lag_168
VALUES:
26,132
(>99%)
MISSING:
4
(<1%)
DISTINCT:
23,223
(89%)
ZEROES:
---
MAX
1,384
95%
1,331
Q3
1,176
MEDIAN
794
AVG
721
Q1
387
5%
-347
MIN
-1,060
RANGE
2,444
IQR
789
STD
517
VAR
267k
KURT.
0.084
SKEW
-0.815
SUM
18.8M
85
CEPS_EXP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
8,986
(34%)
ZEROES:
244
(<1%)
MAX
0
95%
-61
Q3
-196
MEDIAN
-338
AVG
-400
Q1
-556
5%
-927
MIN
-1,787
RANGE
1,787
IQR
359
STD
273
VAR
74,417
KURT.
1.22
SKEW
-1.08
SUM
-10.4M
86
CEPS_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
4,480
(17%)
ZEROES:
5,929
(23%)
MAX
940
95%
396
Q3
99
AVG
85
MEDIAN
29
Q1
0
5%
0
MIN
0
RANGE
940
IQR
98.6
STD
133
VAR
17,568
KURT.
5.30
SKEW
2.27
SUM
2.2M
87
SEPS_EXP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
8,131
(31%)
ZEROES:
1,058
(4%)
MAX
0
95%
-2
Q3
-197
MEDIAN
-354
AVG
-367
Q1
-517
5%
-776
MIN
-1,237
RANGE
1,237
IQR
320
STD
228
VAR
51,987
KURT.
-0.298
SKEW
-0.380
SUM
-9.6M
88
SEPS_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,146
(4%)
ZEROES:
23,576
(90%)
MAX
505
95%
18
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
505
IQR
0.00
STD
29.5
VAR
869
KURT.
64.4
SKEW
7.31
SUM
145k
89
50HzT_EXP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
380
(1%)
ZEROES:
25,585
(98%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2
Q1
0
5%
0
MIN
-741
RANGE
741
IQR
0.00
STD
25.8
VAR
666
KURT.
355
SKEW
-17.6
SUM
-52,370
90
50HzT_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
15,215
(58%)
ZEROES:
412
(2%)
MAX
2,173
95%
1,658
Q3
1,361
MEDIAN
1,092
AVG
1,078
Q1
839
5%
421
MIN
0
RANGE
2,173
IQR
522
STD
383
VAR
147k
KURT.
0.124
SKEW
-0.393
SUM
28.2M
91
SVK_EXP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
2,390
(9%)
ZEROES:
23,448
(90%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-22
Q1
0
5%
-245
MIN
-598
RANGE
598
IQR
0.00
STD
79.0
VAR
6,243
KURT.
14.6
SKEW
-3.83
SUM
-577k
92
SVK_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,660
(14%)
ZEROES:
5,641
(22%)
MAX
605
95%
598
Q3
598
MEDIAN
555
AVG
379
Q1
27
5%
0
MIN
0
RANGE
605
IQR
571
STD
255
VAR
65,013
KURT.
-1.45
SKEW
-0.568
SUM
9.9M
93
UA_EXP_lag_168
VALUES:
0
(0%)
MISSING:
26,136
(100%)
DISTINCT:
0
(0%)
94
UA_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
10,386
(40%)
ZEROES:
2,584
(10%)
MAX
221
95%
214
Q3
210
MEDIAN
192
AVG
163
Q1
147
5%
0
MIN
0
RANGE
221
IQR
63.7
STD
63.4
VAR
4,022
KURT.
1.62
SKEW
-1.59
SUM
4.3M
95
LIT_EXP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,216
(12%)
ZEROES:
18,314
(70%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-56
Q1
-0
5%
-395
MIN
-498
RANGE
498
IQR
0.310
STD
127
VAR
16,111
KURT.
4.06
SKEW
-2.29
SUM
-1.5M
96
LIT_IMP_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
9,261
(35%)
ZEROES:
7,642
(29%)
MAX
492
95%
486
Q3
484
AVG
231
MEDIAN
215
Q1
0
5%
0
MIN
0
RANGE
492
IQR
484
STD
214
VAR
45,730
KURT.
-1.79
SKEW
0.080
SUM
6.0M
97
generation_wind_actual_lag_168
VALUES:
26,130
(>99%)
MISSING:
6
(<1%)
DISTINCT:
25,995
(>99%)
ZEROES:
---
MAX
5,675
95%
4,173
Q3
2,280
AVG
1,592
MEDIAN
1,258
Q1
620
5%
196
MIN
8
RANGE
5,667
IQR
1,660
STD
1,228
VAR
1.5M
KURT.
0.175
SKEW
0.981
SUM
41.6M
98
generation_solar_actual_lag_168
VALUES:
6,210
(24%)
MISSING:
19,926
(76%)
DISTINCT:
3,519
(13%)
ZEROES:
2,532
(10%)
MAX
1,729
95%
1,084
Q3
525
AVG
281
MEDIAN
29
Q1
0
5%
0
MIN
0
RANGE
1,729
IQR
525
STD
381
VAR
145k
KURT.
0.508
SKEW
1.24
SUM
1.7M
99
Biomass 200 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
3,774
(14%)
ZEROES:
4,106
(16%)
MAX
210
95%
204
Q3
201
MEDIAN
194
AVG
162
Q1
185
5%
0
MIN
0
RANGE
210
IQR
16.3
STD
72.1
VAR
5,192
KURT.
1.08
SKEW
-1.70
SUM
4.2M
100
Gas 200 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
22,723
(87%)
ZEROES:
1,048
(4%)
MAX
567
95%
467
Q3
420
MEDIAN
367
AVG
312
Q1
175
5%
94
MIN
0
RANGE
567
IQR
245
STD
130
VAR
16,946
KURT.
-0.636
SKEW
-0.712
SUM
8.2M
101
Gas 500 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
18,074
(69%)
ZEROES:
528
(2%)
MAX
1,374
95%
1,021
Q3
890
MEDIAN
803
AVG
722
Q1
541
5%
343
MIN
0
RANGE
1,374
IQR
350
STD
245
VAR
59,844
KURT.
0.376
SKEW
-0.463
SUM
18.9M
102
HPS 100 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
5,422
(21%)
ZEROES:
15,499
(59%)
MAX
374
95%
113
Q3
21
AVG
22
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
20.9
STD
42.0
VAR
1,760
KURT.
5.34
SKEW
2.28
SUM
569k
103
HPS 200 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
7,463
(29%)
ZEROES:
16,808
(64%)
MAX
1,021
95%
357
Q3
71
AVG
67
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,021
IQR
71.1
STD
136
VAR
18,495
KURT.
6.78
SKEW
2.51
SUM
1.8M
104
Hard coal 100 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
15,385
(59%)
ZEROES:
5,664
(22%)
MAX
250
95%
158
Q3
122
AVG
74
MEDIAN
71
Q1
42
5%
0
MIN
0
RANGE
250
IQR
80.1
STD
53.4
VAR
2,855
KURT.
-1.20
SKEW
0.048
SUM
1.9M
105
Hard coal 1000 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
21,679
(83%)
ZEROES:
1,862
(7%)
MAX
3,436
95%
2,349
Q3
1,492
AVG
1,085
MEDIAN
939
Q1
690
5%
0
MIN
0
RANGE
3,436
IQR
802
STD
637
VAR
405k
KURT.
0.027
SKEW
0.522
SUM
28.4M
106
Hard coal 200 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
26,101
(>99%)
ZEROES:
3
(<1%)
MAX
9,448
95%
6,975
Q3
5,434
AVG
4,526
MEDIAN
4,315
Q1
3,443
5%
2,760
MIN
0
RANGE
9,448
IQR
1,991
STD
1,325
VAR
1.8M
KURT.
-0.307
SKEW
0.593
SUM
118.3M
107
Hard coal 300 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
21,299
(81%)
ZEROES:
3
(<1%)
MAX
1,449
95%
1,354
Q3
821
AVG
632
MEDIAN
551
Q1
368
5%
185
MIN
0
RANGE
1,449
IQR
452
STD
331
VAR
110k
KURT.
-0.273
SKEW
0.790
SUM
16.5M
108
Hard coal 500 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
7,844
(30%)
ZEROES:
3,307
(13%)
MAX
1,526
95%
1,273
Q3
828
AVG
562
MEDIAN
515
Q1
318
5%
0
MIN
0
RANGE
1,526
IQR
510
STD
365
VAR
133k
KURT.
-0.217
SKEW
0.430
SUM
14.7M
109
Lignite 1000 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
14,234
(54%)
ZEROES:
2,889
(11%)
MAX
1,554
95%
799
Q3
777
MEDIAN
733
AVG
609
Q1
498
5%
0
MIN
0
RANGE
1,554
IQR
279
STD
252
VAR
63,505
KURT.
1.34
SKEW
-1.38
SUM
15.9M
110
Lignite 200 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
24,202
(93%)
ZEROES:
3
(<1%)
MAX
1,944
95%
1,554
Q3
1,247
AVG
989
MEDIAN
936
Q1
724
5%
542
MIN
0
RANGE
1,944
IQR
522
STD
323
VAR
104k
KURT.
-0.866
SKEW
0.323
SUM
25.9M
111
Lignite 300 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
25,046
(96%)
ZEROES:
3
(<1%)
MAX
4,187
95%
3,803
Q3
3,210
MEDIAN
2,706
AVG
2,684
Q1
2,136
5%
1,563
MIN
0
RANGE
4,187
IQR
1,074
STD
695
VAR
482k
KURT.
-0.739
SKEW
-0.130
SUM
70.2M
112
Lignite 500 generation_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
2,907
(11%)
ZEROES:
2,298
(9%)
MAX
630
95%
419
Q3
360
AVG
257
MEDIAN
228
Q1
198
5%
0
MIN
0
RANGE
630
IQR
162
STD
117
VAR
13,674
KURT.
-0.096
SKEW
-0.430
SUM
6.7M
113
Gas 500 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
879
(3%)
ZEROES:
---
MAX
1,540
95%
1,427
Q3
1,335
AVG
1,062
MEDIAN
1,002
Q1
943
5%
540
MIN
378
RANGE
1,162
IQR
392
STD
249
VAR
61,894
KURT.
-0.062
SKEW
-0.230
SUM
27.8M
114
Hard coal 100 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
87
(<1%)
ZEROES:
---
MAX
200
95%
200
Q3
200
MEDIAN
200
AVG
172
Q1
150
5%
100
MIN
100
RANGE
100
IQR
50.0
STD
41.4
VAR
1,715
KURT.
-0.771
SKEW
-1.02
SUM
4.5M
115
Hard coal 1000 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,347
(5%)
ZEROES:
56
(<1%)
MAX
3,795
95%
3,795
Q3
2,885
AVG
2,294
MEDIAN
2,238
Q1
1,719
5%
1,075
MIN
0
RANGE
3,795
IQR
1,166
STD
880
VAR
774k
KURT.
-0.747
SKEW
0.003
SUM
60.0M
116
Hard coal 200 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
6,555
(25%)
ZEROES:
---
MAX
12,411
95%
12,041
Q3
11,522
MEDIAN
11,032
AVG
10,949
Q1
10,351
5%
9,727
MIN
8,969
RANGE
3,442
IQR
1,171
STD
728
VAR
530k
KURT.
-0.861
SKEW
-0.247
SUM
286.2M
117
Hard coal 500 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
617
(2%)
ZEROES:
3
(<1%)
MAX
1,592
95%
1,592
Q3
1,327
MEDIAN
1,026
AVG
971
Q1
572
5%
12
MIN
0
RANGE
1,592
IQR
755
STD
447
VAR
200k
KURT.
-0.698
SKEW
-0.242
SUM
25.4M
118
Lignite 200 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1,784
(7%)
ZEROES:
---
MAX
2,562
95%
2,327
Q3
2,092
AVG
1,921
MEDIAN
1,892
Q1
1,784
5%
1,480
MIN
1,009
RANGE
1,553
IQR
308
STD
241
VAR
58,200
KURT.
-0.146
SKEW
-0.315
SUM
50.2M
119
Lignite 300 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
990
(4%)
ZEROES:
---
MAX
4,614
95%
4,614
Q3
4,234
AVG
3,869
MEDIAN
3,854
Q1
3,484
5%
3,084
MIN
1,910
RANGE
2,704
IQR
750
STD
441
VAR
194k
KURT.
-0.221
SKEW
-0.174
SUM
101.1M
120
Hard coal 300 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
853
(3%)
ZEROES:
---
MAX
1,532
95%
1,532
Q3
1,532
AVG
1,210
MEDIAN
1,149
Q1
1,069
5%
763
MIN
180
RANGE
1,352
IQR
463
STD
275
VAR
75,470
KURT.
-0.742
SKEW
-0.416
SUM
31.6M
121
Lignite 500 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
122
(<1%)
ZEROES:
3
(<1%)
MAX
954
95%
954
Q3
954
MEDIAN
954
AVG
868
Q1
954
5%
474
MIN
0
RANGE
954
IQR
0.00
STD
182
VAR
33,171
KURT.
1.15
SKEW
-1.73
SUM
22.7M
122
Lignite 1000 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
125
(<1%)
ZEROES:
2,471
(9%)
MAX
858
95%
858
Q3
858
MEDIAN
858
AVG
762
Q1
858
5%
0
MIN
0
RANGE
858
IQR
0.00
STD
257
VAR
66,167
KURT.
4.42
SKEW
-2.49
SUM
19.9M
123
Biomass 200 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
124
Gas 200 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
125
HPS 100 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
126
HPS 200 available_lag_168
VALUES:
26,136
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
forecast_PLN
0.85
price_lag_24
0.71
price_lag_168
0.70
generation_jwcd_actual_lag_168
0.59
generation_jwcd_forecast_lag_168
0.56
generation_jwcd_actual_lag_24
0.54
generation_jwcd_forecast_lag_24
0.51
load_actual_lag_168
0.47
load_forecast_lag_168
0.45
reserve1_forecast_lag_168
0.45
Hard coal 200 generation_lag_168
0.45
Lignite 200 generation_lag_168
0.45
Hard coal 200 generation_lag_24
0.44
Lignite 200 generation_lag_24
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.31
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
220.0
235
0.9%
230.0
219
0.8%
250.0
214
0.8%
235.0
214
0.8%
210.0
213
0.8%
240.0
211
0.8%
200.0
188
0.7%
260.0
160
0.6%
180.0
147
0.6%
300.0
141
0.5%
245.0
140
0.5%
215.0
137
0.5%
190.0
133
0.5%
280.0
130
0.5%
205.0
128
0.5%
SMALLEST VALUES
31.0
4
<0.1%
40.0
1
<0.1%
45.0
1
<0.1%
49.71
1
<0.1%
49.95
1
<0.1%
50.0
1
<0.1%
53.41
1
<0.1%
54.0
1
<0.1%
55.78
1
<0.1%
56.73
1
<0.1%
58.0
2
<0.1%
59.57
1
<0.1%
60.0
6
<0.1%
60.6
2
<0.1%
61.0
2
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
forecast_PLN
MISSING:
14,449
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
price
0.85
price_lag_168
0.75
generation_jwcd_actual_lag_168
0.72
price_lag_24
0.70
generation_jwcd_forecast_lag_168
0.69
generation_jwcd_actual_lag_24
0.63
load_actual_lag_168
0.63
generation_jwcd_forecast_lag_24
0.61
reserve1_forecast_lag_168
0.61
load_forecast_lag_168
0.61
Lignite 200 generation_lag_168
0.57
Hard coal 200 generation_lag_168
0.55
load_actual_lag_24
0.54
Hard coal 500 generation_lag_168
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
116.94073600000002
8
<0.1%
167.59304400000005
3
<0.1%
223.164312
3
<0.1%
175.21932599999997
3
<0.1%
233.626695
3
<0.1%
203.07761499999998
3
<0.1%
235.49160000000003
2
<0.1%
261.66481600000003
2
<0.1%
195.984024
2
<0.1%
227.64168
2
<0.1%
153.15670500000002
2
<0.1%
192.4536
2
<0.1%
269.872256
2
<0.1%
165.841032
2
<0.1%
206.40019100000004
2
<0.1%
SMALLEST VALUES
52.560658
1
<0.1%
52.602943999999994
1
<0.1%
53.143938
1
<0.1%
53.279856
1
<0.1%
53.64116
1
<0.1%
56.116366000000006
1
<0.1%
58.356391
1
<0.1%
58.44474
1
<0.1%
59.069465
1
<0.1%
59.48973000000001
1
<0.1%
59.94559
1
<0.1%
60.086751
1
<0.1%
60.219106
1
<0.1%
60.538208
1
<0.1%
61.129934999999996
1
<0.1%
LARGEST VALUES
499.083567
1
<0.1%
469.911534
1
<0.1%
397.19006999999993
1
<0.1%
395.06478
1
<0.1%
392.422095
1
<0.1%
389.88824
1
<0.1%
385.29932
1
<0.1%
384.90621
1
<0.1%
384.115758
1
<0.1%
382.287126
1
<0.1%
381.807282
1
<0.1%
380.956996
1
<0.1%
379.351286
1
<0.1%
378.91186600000003
1
<0.1%
378.58178
1
<0.1%
weekday
MISSING:
---
TOP CATEGORIES
4
3,744
14%
3
3,744
14%
2
3,744
14%
1
3,744
14%
6
3,720
14%
5
3,720
14%
0
3,720
14%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

THESE FEATURES
GIVE INFORMATION
ON weekday:
reserve2_forecast_lag_24
-0.00
Biomass 200 available_lag_24
-0.00
Gas 200 available_lag_24
-0.00
HPS 100 available_lag_24
-0.00
HPS 200 available_lag_24
-0.00
reserve2_forecast_lag_168
-0.00
Biomass 200 available_lag_168
-0.00
Gas 200 available_lag_168
-0.00
HPS 100 available_lag_168
-0.00
HPS 200 available_lag_168
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
CORRELATION RATIO WITH...
generation_jwcd_actual_lag_24
0.47
generation_jwcd_actual_lag_168
0.47
load_actual_lag_24
0.45
load_actual_lag_168
0.45
load_forecast_lag_168
0.45
load_forecast_lag_24
0.45
reserve1_forecast_lag_168
0.45
reserve1_forecast_lag_24
0.45
Hard coal 200 generation_lag_168
0.44
Hard coal 200 generation_lag_24
0.43
generation_jwcd_forecast_lag_24
0.42
generation_jwcd_forecast_lag_168
0.42
Lignite 200 generation_lag_24
0.35
Lignite 200 generation_lag_168
0.35
month
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
forecast_PLN
0.45
co2_price_pln_actual_lag_24
0.44
Lignite 300 available_lag_168
-0.44
co2_price_eur_actual_lag_24
0.43
co2_price_pln_actual_lag_168
0.42
co2_price_eur_actual_lag_168
0.40
Lignite 300 available_lag_24
-0.38
price_lag_168
0.35
Lignite 500 available_lag_168
-0.34
Hard coal 500 generation_lag_168
0.33
Lignite 500 available_lag_24
-0.33
price_lag_24
0.30
Hard coal 100 generation_lag_168
-0.30
price
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
12
2,232
8.5%
10
2,232
8.5%
8
2,232
8.5%
7
2,232
8.5%
5
2,232
8.5%
3
2,232
8.5%
11
2,160
8.3%
9
2,160
8.3%
6
2,160
8.3%
4
2,160
8.3%
1
2,064
7.9%
2
2,040
7.8%
SMALLEST VALUES
1
2,064
7.9%
2
2,040
7.8%
3
2,232
8.5%
4
2,160
8.3%
5
2,232
8.5%
6
2,160
8.3%
7
2,232
8.5%
8
2,232
8.5%
9
2,160
8.3%
10
2,232
8.5%
11
2,160
8.3%
12
2,232
8.5%
LARGEST VALUES
12
2,232
8.5%
11
2,160
8.3%
10
2,232
8.5%
9
2,160
8.3%
8
2,232
8.5%
7
2,232
8.5%
6
2,160
8.3%
5
2,232
8.5%
4
2,160
8.3%
3
2,232
8.5%
2
2,040
7.8%
1
2,064
7.9%
price_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.74
generation_jwcd_forecast_lag_24
0.72
price
0.71
forecast_PLN
0.70
Hard coal 200 generation_lag_24
0.61
price_lag_168
0.60
Lignite 200 generation_lag_24
0.56
load_actual_lag_24
0.54
load_forecast_lag_24
0.53
reserve1_forecast_lag_24
0.53
Hard coal 300 generation_lag_24
0.45
generation_jwcd_actual_lag_168
0.45
generation_jwcd_forecast_lag_168
0.44
Lignite 300 generation_lag_24
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.31
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
220.0
235
0.9%
230.0
219
0.8%
235.0
214
0.8%
250.0
212
0.8%
210.0
212
0.8%
240.0
211
0.8%
200.0
188
0.7%
260.0
160
0.6%
180.0
147
0.6%
300.0
141
0.5%
245.0
140
0.5%
215.0
137
0.5%
190.0
133
0.5%
280.0
130
0.5%
205.0
128
0.5%
SMALLEST VALUES
31.0
4
<0.1%
40.0
1
<0.1%
45.0
1
<0.1%
49.71
1
<0.1%
49.95
1
<0.1%
50.0
1
<0.1%
53.41
1
<0.1%
54.0
1
<0.1%
55.78
1
<0.1%
56.73
1
<0.1%
58.0
2
<0.1%
59.57
1
<0.1%
60.0
6
<0.1%
60.6
2
<0.1%
61.0
2
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
co2_price_pln_actual_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_eur_actual_lag_24
1.00
co2_price_pln_actual_lag_168
0.97
co2_price_eur_actual_lag_168
0.97
Gas 500 generation_lag_168
0.48
forecast_PLN
0.47
Hard coal 1000 generation_lag_168
0.47
Gas 500 generation_lag_24
0.47
Hard coal 1000 generation_lag_24
0.46
Hard coal 1000 available_lag_168
-0.46
Lignite 500 available_lag_168
-0.44
Lignite 500 available_lag_24
-0.44
month
0.44
Hard coal 1000 available_lag_24
-0.43
Hard coal 300 generation_lag_24
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
106.35
72
0.3%
109.64
72
0.3%
106.15
72
0.3%
88.76
72
0.3%
103.62
72
0.3%
108.48
48
0.2%
115.05
48
0.2%
109.33
48
0.2%
107.68
48
0.2%
74.06
48
0.2%
102.1
48
0.2%
92.72
48
0.2%
77.77
48
0.2%
95.85
48
0.2%
106.49
48
0.2%
SMALLEST VALUES
31.83
24
<0.1%
32.28
24
<0.1%
32.45
24
<0.1%
32.47
24
<0.1%
32.58
24
<0.1%
32.67
24
<0.1%
32.71
24
<0.1%
32.73
24
<0.1%
32.91
24
<0.1%
33.6
24
<0.1%
34.1
24
<0.1%
35.34
24
<0.1%
35.35
24
<0.1%
35.75
24
<0.1%
36.46
24
<0.1%
LARGEST VALUES
149.83
24
<0.1%
148.43
24
<0.1%
145.47
24
<0.1%
144.79
24
<0.1%
143.76
24
<0.1%
143.68
24
<0.1%
143.44
24
<0.1%
142.8
24
<0.1%
142.54
24
<0.1%
141.5
24
<0.1%
140.67
24
<0.1%
140.18
24
<0.1%
140.1
24
<0.1%
139.91
24
<0.1%
139.12
24
<0.1%
co2_price_eur_actual_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_pln_actual_lag_24
1.00
co2_price_eur_actual_lag_168
0.97
co2_price_pln_actual_lag_168
0.97
Hard coal 1000 available_lag_168
-0.47
forecast_PLN
0.47
Gas 500 generation_lag_168
0.47
Hard coal 1000 generation_lag_168
0.46
Hard coal 1000 generation_lag_24
0.45
Gas 500 generation_lag_24
0.45
Hard coal 1000 available_lag_24
-0.45
month
0.43
50HzT_IMP_lag_168
0.42
Hard coal 300 generation_lag_24
-0.41
50HzT_IMP_lag_24
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
25.11
144
0.6%
25.64
120
0.5%
26.0
120
0.5%
25.16
120
0.5%
25.51
96
0.4%
20.16
96
0.4%
25.38
96
0.4%
24.94
96
0.4%
26.35
96
0.4%
23.59
96
0.4%
26.11
96
0.4%
24.02
96
0.4%
25.21
96
0.4%
24.23
96
0.4%
26.36
96
0.4%
SMALLEST VALUES
7.64
24
<0.1%
7.77
48
0.2%
7.78
24
<0.1%
7.8
24
<0.1%
7.84
24
<0.1%
7.85
48
0.2%
7.88
24
<0.1%
8.03
24
<0.1%
8.17
24
<0.1%
8.46
24
<0.1%
8.48
24
<0.1%
8.56
24
<0.1%
8.74
24
<0.1%
8.76
24
<0.1%
8.79
24
<0.1%
LARGEST VALUES
33.39
24
<0.1%
32.95
24
<0.1%
32.13
24
<0.1%
32.12
24
<0.1%
32.07
24
<0.1%
31.91
24
<0.1%
31.89
24
<0.1%
31.87
24
<0.1%
31.86
24
<0.1%
31.72
24
<0.1%
31.67
24
<0.1%
31.49
24
<0.1%
31.45
24
<0.1%
31.1
24
<0.1%
31.04
24
<0.1%
load_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_24
1.00
load_actual_lag_24
0.99
generation_jwcd_forecast_lag_24
0.84
generation_jwcd_actual_lag_24
0.78
reserve1_forecast_lag_168
0.73
load_forecast_lag_168
0.73
load_actual_lag_168
0.72
Hard coal 200 generation_lag_24
0.67
Lignite 200 generation_lag_24
0.65
Lignite 300 generation_lag_24
0.60
generation_jwcd_forecast_lag_168
0.59
price_lag_24
0.53
forecast_PLN
0.52
generation_jwcd_actual_lag_168
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16025.0
97
0.4%
15900.0
94
0.4%
21075.0
93
0.4%
21375.0
91
0.3%
16200.0
90
0.3%
22100.0
89
0.3%
21575.0
87
0.3%
15800.0
87
0.3%
21675.0
87
0.3%
21750.0
86
0.3%
21225.0
85
0.3%
20975.0
84
0.3%
21200.0
84
0.3%
21400.0
82
0.3%
17400.0
81
0.3%
SMALLEST VALUES
10438.0
1
<0.1%
10538.0
1
<0.1%
10800.0
1
<0.1%
10825.0
1
<0.1%
10950.0
1
<0.1%
10988.0
1
<0.1%
11088.0
1
<0.1%
11200.0
1
<0.1%
11225.0
1
<0.1%
11275.0
2
<0.1%
11300.0
2
<0.1%
11450.0
1
<0.1%
11463.0
2
<0.1%
11475.0
1
<0.1%
11600.0
1
<0.1%
LARGEST VALUES
26325.0
2
<0.1%
26300.0
1
<0.1%
26275.0
1
<0.1%
26225.0
3
<0.1%
26200.0
2
<0.1%
26175.0
2
<0.1%
26150.0
4
<0.1%
26125.0
3
<0.1%
26100.0
1
<0.1%
26050.0
3
<0.1%
26038.0
2
<0.1%
26025.0
2
<0.1%
26013.0
1
<0.1%
26000.0
4
<0.1%
25975.0
2
<0.1%
capacity_jwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_jwcd_forecast_lag_168
0.59
co2_price_eur_actual_lag_24
0.35
co2_price_eur_actual_lag_168
0.35
Hard coal 1000 generation_lag_24
0.35
co2_price_pln_actual_lag_24
0.34
co2_price_pln_actual_lag_168
0.33
50HzT_IMP_lag_168
0.31
Hard coal 500 available_lag_24
0.27
Gas 500 generation_lag_24
0.27
50HzT_IMP_lag_24
0.27
Hard coal 200 available_lag_24
0.26
SEPS_EXP_lag_168
-0.24
SEPS_EXP_lag_24
-0.24
Lignite 1000 available_lag_24
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.28
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
23705.0
150
0.6%
21080.0
103
0.4%
22439.0
93
0.4%
21858.0
84
0.3%
22689.0
84
0.3%
21144.0
81
0.3%
22216.0
79
0.3%
21814.0
74
0.3%
22277.0
72
0.3%
21041.0
69
0.3%
24356.0
68
0.3%
21569.0
66
0.3%
24549.0
66
0.3%
20627.0
59
0.2%
21978.0
58
0.2%
SMALLEST VALUES
17649.0
14
<0.1%
18019.0
4
<0.1%
18176.0
12
<0.1%
18240.0
2
<0.1%
18308.0
4
<0.1%
18398.0
2
<0.1%
18428.0
1
<0.1%
18443.0
3
<0.1%
18478.0
2
<0.1%
18488.0
7
<0.1%
18508.0
7
<0.1%
18566.0
2
<0.1%
18649.0
6
<0.1%
18678.0
2
<0.1%
18822.0
12
<0.1%
LARGEST VALUES
25715.0
24
<0.1%
25697.0
24
<0.1%
25459.0
39
0.1%
25374.0
11
<0.1%
25337.0
9
<0.1%
25324.0
18
<0.1%
25312.0
1
<0.1%
25303.0
2
<0.1%
25299.0
15
<0.1%
25278.0
8
<0.1%
25172.0
14
<0.1%
25160.0
1
<0.1%
25155.0
1
<0.1%
25153.0
1
<0.1%
25136.0
1
<0.1%
capacity_njwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_24
1.00
generation_njwcd_actual_lag_24
0.97
generation_wind_forecast_lag_24
0.84
generation_wind_actual_lag_24
0.82
generation_njwcd_actual_lag_168
0.65
generation_njwcd_forecast_lag_168
0.64
capacity_njwcd_forecast_lag_168
0.64
Gas 200 generation_lag_168
0.59
Gas 200 generation_lag_24
0.57
Hard coal 100 generation_lag_168
0.54
Hard coal 100 generation_lag_24
0.53
Lignite 200 available_lag_24
0.46
Lignite 200 available_lag_168
0.45
price_lag_24
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4531.0
13
<0.1%
5468.0
13
<0.1%
5182.0
13
<0.1%
7411.0
12
<0.1%
5251.0
12
<0.1%
7280.0
12
<0.1%
7445.0
12
<0.1%
7346.0
12
<0.1%
6424.0
12
<0.1%
7579.0
12
<0.1%
4241.0
12
<0.1%
5411.0
12
<0.1%
7400.0
12
<0.1%
4688.0
12
<0.1%
4339.0
12
<0.1%
SMALLEST VALUES
3524.0
1
<0.1%
3543.0
1
<0.1%
3546.0
1
<0.1%
3555.0
1
<0.1%
3559.0
1
<0.1%
3562.0
1
<0.1%
3564.0
1
<0.1%
3579.0
1
<0.1%
3587.0
1
<0.1%
3604.0
1
<0.1%
3645.0
1
<0.1%
3658.0
1
<0.1%
3695.0
1
<0.1%
3702.0
1
<0.1%
3709.0
1
<0.1%
LARGEST VALUES
11983.0
1
<0.1%
11968.0
1
<0.1%
11959.0
1
<0.1%
11955.0
2
<0.1%
11952.0
2
<0.1%
11949.0
1
<0.1%
11937.0
1
<0.1%
11936.0
1
<0.1%
11923.0
1
<0.1%
11922.0
1
<0.1%
11891.0
1
<0.1%
11884.0
2
<0.1%
11883.0
1
<0.1%
11881.0
1
<0.1%
11878.0
1
<0.1%
generation_jwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.93
load_actual_lag_24
0.84
load_forecast_lag_24
0.84
reserve1_forecast_lag_24
0.84
Lignite 200 generation_lag_24
0.73
price_lag_24
0.72
Hard coal 200 generation_lag_24
0.71
Lignite 300 generation_lag_24
0.68
generation_jwcd_forecast_lag_168
0.63
forecast_PLN
0.61
Hard coal 300 generation_lag_24
0.57
generation_jwcd_actual_lag_168
0.56
load_actual_lag_168
0.56
load_forecast_lag_168
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.42
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16524.0
10
<0.1%
16388.0
10
<0.1%
17138.0
10
<0.1%
16286.0
9
<0.1%
16563.0
9
<0.1%
16083.0
9
<0.1%
11530.0
9
<0.1%
16650.0
9
<0.1%
10955.0
9
<0.1%
11901.0
9
<0.1%
17709.0
9
<0.1%
14207.0
9
<0.1%
11270.0
9
<0.1%
17036.0
9
<0.1%
17398.0
8
<0.1%
SMALLEST VALUES
2676.0
1
<0.1%
2912.0
1
<0.1%
2949.0
1
<0.1%
2962.0
1
<0.1%
3017.0
1
<0.1%
3079.0
1
<0.1%
3130.0
1
<0.1%
3135.0
1
<0.1%
3144.0
1
<0.1%
3169.0
1
<0.1%
3386.0
1
<0.1%
3393.0
1
<0.1%
3397.0
1
<0.1%
3448.0
1
<0.1%
3480.0
1
<0.1%
LARGEST VALUES
20660.0
1
<0.1%
20520.0
1
<0.1%
20497.0
1
<0.1%
20472.0
1
<0.1%
20347.0
1
<0.1%
20258.0
1
<0.1%
20226.0
1
<0.1%
20199.0
1
<0.1%
20120.0
1
<0.1%
20090.0
1
<0.1%
20075.0
1
<0.1%
20073.0
1
<0.1%
20071.0
1
<0.1%
20049.0
1
<0.1%
20033.0
1
<0.1%
generation_njwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_njwcd_forecast_lag_24
1.00
generation_njwcd_actual_lag_24
0.97
generation_wind_forecast_lag_24
0.84
generation_wind_actual_lag_24
0.81
generation_njwcd_actual_lag_168
0.66
generation_njwcd_forecast_lag_168
0.65
capacity_njwcd_forecast_lag_168
0.64
Gas 200 generation_lag_168
0.60
Gas 200 generation_lag_24
0.58
Hard coal 100 generation_lag_168
0.54
Hard coal 100 generation_lag_24
0.53
Lignite 200 available_lag_24
0.46
Lignite 200 available_lag_168
0.45
SEPS_EXP_lag_24
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4410.0
16
<0.1%
4189.0
14
<0.1%
6786.0
14
<0.1%
5892.0
13
<0.1%
6591.0
13
<0.1%
3611.0
13
<0.1%
4889.0
13
<0.1%
5959.0
13
<0.1%
3481.0
13
<0.1%
3630.0
13
<0.1%
6648.0
12
<0.1%
3726.0
12
<0.1%
5867.0
12
<0.1%
3428.0
12
<0.1%
5534.0
12
<0.1%
SMALLEST VALUES
2691.0
1
<0.1%
2695.0
2
<0.1%
2703.0
1
<0.1%
2714.0
1
<0.1%
2724.0
1
<0.1%
2742.0
1
<0.1%
2753.0
1
<0.1%
2767.0
1
<0.1%
2775.0
1
<0.1%
2782.0
1
<0.1%
2786.0
1
<0.1%
2794.0
1
<0.1%
2808.0
1
<0.1%
2811.0
1
<0.1%
2823.0
1
<0.1%
LARGEST VALUES
11239.0
1
<0.1%
11223.0
1
<0.1%
11209.0
1
<0.1%
11155.0
1
<0.1%
11125.0
1
<0.1%
11113.0
1
<0.1%
11007.0
1
<0.1%
10996.0
1
<0.1%
10987.0
1
<0.1%
10982.0
1
<0.1%
10980.0
1
<0.1%
10978.0
1
<0.1%
10977.0
1
<0.1%
10974.0
1
<0.1%
10954.0
1
<0.1%
generation_wind_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_actual_lag_24
0.95
capacity_njwcd_forecast_lag_24
0.84
generation_njwcd_forecast_lag_24
0.84
generation_njwcd_actual_lag_24
0.79
generation_jwcd_forecast_lag_24
-0.39
price_lag_24
-0.37
generation_jwcd_actual_lag_24
-0.35
SEPS_EXP_lag_24
-0.34
CEPS_EXP_lag_24
-0.33
generation_njwcd_actual_lag_168
0.31
generation_njwcd_forecast_lag_168
0.30
capacity_njwcd_forecast_lag_168
0.30
crossborder_sync_balance_actual_lag_24
-0.28
Lignite 300 generation_lag_24
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
282.0
26
<0.1%
449.0
26
<0.1%
695.0
26
<0.1%
500.0
26
<0.1%
288.0
25
<0.1%
590.0
24
<0.1%
429.0
24
<0.1%
380.0
23
<0.1%
427.0
22
<0.1%
388.0
22
<0.1%
353.0
22
<0.1%
312.0
22
<0.1%
392.0
22
<0.1%
238.0
22
<0.1%
459.0
21
<0.1%
SMALLEST VALUES
18.0
1
<0.1%
19.0
1
<0.1%
20.0
1
<0.1%
23.0
3
<0.1%
24.0
1
<0.1%
25.0
1
<0.1%
27.0
1
<0.1%
29.0
1
<0.1%
30.0
1
<0.1%
32.0
2
<0.1%
33.0
1
<0.1%
34.0
1
<0.1%
35.0
2
<0.1%
37.0
3
<0.1%
38.0
1
<0.1%
LARGEST VALUES
5490.0
1
<0.1%
5475.0
1
<0.1%
5474.0
2
<0.1%
5472.0
1
<0.1%
5470.0
1
<0.1%
5467.0
1
<0.1%
5456.0
1
<0.1%
5454.0
1
<0.1%
5452.0
1
<0.1%
5448.0
1
<0.1%
5440.0
1
<0.1%
5428.0
1
<0.1%
5418.0
1
<0.1%
5416.0
1
<0.1%
5411.0
1
<0.1%
generation_solar_forecast_lag_24
MISSING:
19,776
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_solar_actual_lag_24
0.96
generation_solar_forecast_lag_168
0.93
generation_solar_actual_lag_168
0.90
Hard coal 1000 generation_lag_24
0.33
Hard coal 1000 generation_lag_168
0.31
generation_jwcd_forecast_lag_24
0.29
load_forecast_lag_24
0.29
reserve1_forecast_lag_24
0.29
load_actual_lag_24
0.28
Lignite 500 generation_lag_24
0.28
generation_jwcd_forecast_lag_168
0.28
crossborder_sync_balance_actual_lag_168
0.28
load_forecast_lag_168
0.27
reserve1_forecast_lag_168
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,753
43.3%
1.0
92
1.4%
2.0
56
0.9%
3.0
46
0.7%
6.0
38
0.6%
4.0
33
0.5%
5.0
28
0.4%
41.0
14
0.2%
9.0
14
0.2%
7.0
14
0.2%
45.0
12
0.2%
37.0
11
0.2%
8.0
11
0.2%
18.0
11
0.2%
10.0
11
0.2%
SMALLEST VALUES
0.0
2,753
43.3%
1.0
92
1.4%
2.0
56
0.9%
3.0
46
0.7%
4.0
33
0.5%
5.0
28
0.4%
6.0
38
0.6%
7.0
14
0.2%
8.0
11
0.2%
9.0
14
0.2%
10.0
11
0.2%
11.0
7
0.1%
12.0
10
0.2%
13.0
7
0.1%
14.0
7
0.1%
LARGEST VALUES
1498.0
1
<0.1%
1497.0
1
<0.1%
1480.0
1
<0.1%
1470.0
1
<0.1%
1452.0
1
<0.1%
1443.0
1
<0.1%
1440.0
1
<0.1%
1424.0
1
<0.1%
1415.0
1
<0.1%
1403.0
1
<0.1%
1399.0
1
<0.1%
1395.0
1
<0.1%
1391.0
1
<0.1%
1390.0
1
<0.1%
1379.0
1
<0.1%
reserve1_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_24
1.00
load_actual_lag_24
0.99
generation_jwcd_forecast_lag_24
0.84
generation_jwcd_actual_lag_24
0.78
reserve1_forecast_lag_168
0.73
load_forecast_lag_168
0.72
load_actual_lag_168
0.72
Hard coal 200 generation_lag_24
0.67
Lignite 200 generation_lag_24
0.65
Lignite 300 generation_lag_24
0.60
generation_jwcd_forecast_lag_168
0.59
price_lag_24
0.53
forecast_PLN
0.52
generation_jwcd_actual_lag_168
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1935.0
54
0.2%
1967.0
54
0.2%
1985.0
53
0.2%
1951.0
53
0.2%
1926.0
51
0.2%
1931.0
51
0.2%
1431.0
49
0.2%
1427.0
49
0.2%
1906.0
46
0.2%
1412.0
46
0.2%
1911.0
46
0.2%
1969.0
46
0.2%
1504.0
46
0.2%
1904.0
46
0.2%
1884.0
46
0.2%
SMALLEST VALUES
937.0
1
<0.1%
946.0
1
<0.1%
970.0
1
<0.1%
972.0
1
<0.1%
983.0
1
<0.1%
987.0
1
<0.1%
996.0
1
<0.1%
1005.0
1
<0.1%
1008.0
1
<0.1%
1013.0
2
<0.1%
1015.0
2
<0.1%
1028.0
1
<0.1%
1029.0
2
<0.1%
1031.0
1
<0.1%
1042.0
2
<0.1%
LARGEST VALUES
2372.0
2
<0.1%
2368.0
1
<0.1%
2363.0
2
<0.1%
2361.0
1
<0.1%
2359.0
2
<0.1%
2357.0
2
<0.1%
2355.0
1
<0.1%
2354.0
3
<0.1%
2353.0
1
<0.1%
2352.0
4
<0.1%
2345.0
3
<0.1%
2344.0
3
<0.1%
2343.0
3
<0.1%
2342.0
1
<0.1%
2340.0
2
<0.1%
reserve2_forecast_lag_24
MISSING:
---
TOP CATEGORIES
-500.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
reserve2_forecast_lag_24
PROVIDES INFORMATION ON...
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON reserve2_forecast_lag_24:
weekday
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
reserve2_forecast_lag_24
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_24
0.99
reserve1_forecast_lag_24
0.99
generation_jwcd_forecast_lag_24
0.84
generation_jwcd_actual_lag_24
0.81
reserve1_forecast_lag_168
0.72
load_forecast_lag_168
0.72
load_actual_lag_168
0.72
Hard coal 200 generation_lag_24
0.69
Lignite 200 generation_lag_24
0.67
Lignite 300 generation_lag_24
0.61
generation_jwcd_forecast_lag_168
0.59
price_lag_24
0.54
forecast_PLN
0.54
generation_jwcd_actual_lag_168
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
22305.063
3
<0.1%
21012.3
3
<0.1%
21590.075
3
<0.1%
19261.438000000002
3
<0.1%
16812.013
3
<0.1%
17933.988
3
<0.1%
18035.9
3
<0.1%
15914.713
3
<0.1%
17774.913
3
<0.1%
16501.938000000002
3
<0.1%
21671.75
3
<0.1%
13773.838
2
<0.1%
23083.925
2
<0.1%
18583.713
2
<0.1%
14980.638
2
<0.1%
SMALLEST VALUES
10768.725
1
<0.1%
10810.888
1
<0.1%
10833.263
1
<0.1%
10903.388
1
<0.1%
10994.525
1
<0.1%
11159.975
1
<0.1%
11169.425
1
<0.1%
11229.175
1
<0.1%
11312.425
1
<0.1%
11337.775
1
<0.1%
11347.113000000001
1
<0.1%
11399.638
1
<0.1%
11458.4
1
<0.1%
11481.363000000001
1
<0.1%
11591.288
1
<0.1%
LARGEST VALUES
26532.362999999998
1
<0.1%
26532.275
1
<0.1%
26477.188
1
<0.1%
26297.15
1
<0.1%
26258.175
1
<0.1%
26220.7
1
<0.1%
26173.525
1
<0.1%
26135.575
1
<0.1%
26127.438
1
<0.1%
26126.487999999998
1
<0.1%
26121.938
1
<0.1%
26114.737999999998
1
<0.1%
26112.862999999998
1
<0.1%
26100.237999999998
1
<0.1%
26084.588
1
<0.1%
generation_jwcd_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_forecast_lag_24
0.93
Hard coal 200 generation_lag_24
0.83
Lignite 200 generation_lag_24
0.81
load_actual_lag_24
0.81
load_forecast_lag_24
0.78
reserve1_forecast_lag_24
0.78
Lignite 300 generation_lag_24
0.74
price_lag_24
0.74
Hard coal 300 generation_lag_24
0.66
forecast_PLN
0.63
generation_jwcd_actual_lag_168
0.59
generation_jwcd_forecast_lag_168
0.59
price
0.54
Lignite 500 generation_lag_24
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.47
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
9594.163
3
<0.1%
9989.025
3
<0.1%
9697.113000000001
3
<0.1%
12283.65
3
<0.1%
9966.288
2
<0.1%
9780.238000000001
2
<0.1%
14539.85
2
<0.1%
10339.875
2
<0.1%
14603.4
2
<0.1%
11279.163
2
<0.1%
8600.263
2
<0.1%
15419.838
2
<0.1%
8120.0380000000005
2
<0.1%
11867.75
2
<0.1%
13726.013
2
<0.1%
SMALLEST VALUES
5029.7
1
<0.1%
5038.763
1
<0.1%
5042.863
1
<0.1%
5082.513
1
<0.1%
5086.238
1
<0.1%
5100.95
1
<0.1%
5127.038
1
<0.1%
5142.675
1
<0.1%
5155.038
1
<0.1%
5157.813
1
<0.1%
5161.05
1
<0.1%
5173.213
1
<0.1%
5187.35
1
<0.1%
5210.613
1
<0.1%
5233.025
1
<0.1%
LARGEST VALUES
19038.288
1
<0.1%
18984.938000000002
1
<0.1%
18947.25
1
<0.1%
18923.913
1
<0.1%
18760.488
1
<0.1%
18621.088
1
<0.1%
18595.713
1
<0.1%
18575.075
1
<0.1%
18556.75
1
<0.1%
18548.375
1
<0.1%
18542.788
1
<0.1%
18540.313000000002
1
<0.1%
18519.8
1
<0.1%
18518.588
1
<0.1%
18502.963
1
<0.1%
generation_pi_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 200 generation_lag_24
0.65
generation_pi_actual_lag_168
0.64
generation_jwcd_forecast_lag_24
0.53
load_forecast_lag_24
0.51
reserve1_forecast_lag_24
0.51
load_actual_lag_24
0.50
HPS 100 generation_lag_24
0.49
load_forecast_lag_168
0.47
reserve1_forecast_lag_168
0.46
generation_jwcd_forecast_lag_168
0.46
load_actual_lag_168
0.46
generation_jwcd_actual_lag_24
0.39
crossborder_async_balance_actual_lag_24
0.38
HPS 100 generation_lag_168
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
-6.675
35
0.1%
-6.938
31
0.1%
-7.4
31
0.1%
-6.825
30
0.1%
-6.65
29
0.1%
-6.5
29
0.1%
-6.85
29
0.1%
-6.95
28
0.1%
-6.725
28
0.1%
-6.925
27
0.1%
-7.287999999999999
27
0.1%
-6.575
26
<0.1%
-6.462999999999999
26
<0.1%
-6.875
26
<0.1%
-7.325
26
<0.1%
SMALLEST VALUES
-1530.713
1
<0.1%
-1523.425
1
<0.1%
-1522.175
1
<0.1%
-1515.5
1
<0.1%
-1515.4129999999998
1
<0.1%
-1503.9379999999999
1
<0.1%
-1490.05
1
<0.1%
-1485.55
1
<0.1%
-1480.5629999999999
1
<0.1%
-1478.4379999999999
1
<0.1%
-1478.125
1
<0.1%
-1468.125
1
<0.1%
-1462.263
1
<0.1%
-1462.013
1
<0.1%
-1459.95
1
<0.1%
LARGEST VALUES
1272.275
1
<0.1%
1170.9
1
<0.1%
1139.7
1
<0.1%
1136.05
1
<0.1%
1114.788
1
<0.1%
1104.45
1
<0.1%
1089.288
1
<0.1%
1083.7
1
<0.1%
1074.663
1
<0.1%
1073.013
1
<0.1%
1072.113
1
<0.1%
1063.55
1
<0.1%
1061.888
1
<0.1%
1061.488
1
<0.1%
1060.8
1
<0.1%
generation_irz_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_24
0.42
generation_irz_actual_lag_168
0.37
Hard coal 300 generation_lag_24
0.37
co2_price_pln_actual_lag_168
-0.36
co2_price_pln_actual_lag_24
-0.35
co2_price_eur_actual_lag_168
-0.35
co2_price_eur_actual_lag_24
-0.35
generation_jwcd_actual_lag_24
0.31
Lignite 300 generation_lag_24
0.31
Lignite 200 generation_lag_24
0.30
Hard coal 300 generation_lag_168
0.28
Hard coal 200 generation_lag_168
0.27
50HzT_IMP_lag_168
-0.26
generation_jwcd_forecast_lag_24
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.20
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
15,946
61.0%
86.8
144
0.6%
110.0
91
0.3%
109.75
91
0.3%
109.5
90
0.3%
109.25
88
0.3%
109.0
85
0.3%
109.625
81
0.3%
109.375
80
0.3%
109.125
69
0.3%
70.263
59
0.2%
109.875
52
0.2%
70.138
49
0.2%
70.225
47
0.2%
70.188
46
0.2%
SMALLEST VALUES
-1.675
1
<0.1%
0.0
15,946
61.0%
0.375
1
<0.1%
0.46299999999999997
1
<0.1%
0.5
1
<0.1%
0.563
1
<0.1%
0.713
2
<0.1%
0.963
1
<0.1%
1.0
1
<0.1%
1.1
1
<0.1%
1.175
1
<0.1%
1.3630000000000002
1
<0.1%
1.675
1
<0.1%
1.75
1
<0.1%
1.8130000000000002
1
<0.1%
LARGEST VALUES
673.15
1
<0.1%
651.2130000000001
1
<0.1%
648.788
1
<0.1%
634.188
1
<0.1%
609.325
1
<0.1%
588.988
1
<0.1%
570.2
1
<0.1%
545.288
1
<0.1%
536.75
1
<0.1%
535.5880000000001
1
<0.1%
533.113
1
<0.1%
530.163
1
<0.1%
522.425
1
<0.1%
517.9630000000001
1
<0.1%
514.763
1
<0.1%
generation_njwcd_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_24
0.97
capacity_njwcd_forecast_lag_24
0.97
generation_wind_actual_lag_24
0.82
generation_wind_forecast_lag_24
0.79
generation_njwcd_actual_lag_168
0.66
generation_njwcd_forecast_lag_168
0.65
capacity_njwcd_forecast_lag_168
0.64
Gas 200 generation_lag_168
0.60
Gas 200 generation_lag_24
0.60
Hard coal 100 generation_lag_24
0.55
Hard coal 100 generation_lag_168
0.55
Lignite 200 available_lag_24
0.47
Lignite 200 available_lag_168
0.45
SEPS_EXP_lag_24
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
6383.1
4
<0.1%
3468.275
3
<0.1%
4009.2
3
<0.1%
4955.113
3
<0.1%
4521.275
3
<0.1%
6959.15
3
<0.1%
4423.838
3
<0.1%
5366.225
3
<0.1%
4604.875
3
<0.1%
4696.763
3
<0.1%
6648.775
2
<0.1%
4718.625
2
<0.1%
5285.825
2
<0.1%
6136.588000000001
2
<0.1%
6293.425
2
<0.1%
SMALLEST VALUES
2726.575
1
<0.1%
2746.775
1
<0.1%
2770.913
1
<0.1%
2772.663
1
<0.1%
2780.275
1
<0.1%
2782.6
1
<0.1%
2792.038
1
<0.1%
2824.3
1
<0.1%
2825.775
1
<0.1%
2841.55
1
<0.1%
2843.788
1
<0.1%
2844.4629999999997
1
<0.1%
2845.363
1
<0.1%
2853.113
1
<0.1%
2854.425
1
<0.1%
LARGEST VALUES
11307.525
1
<0.1%
11218.088
1
<0.1%
11201.05
1
<0.1%
11179.9
1
<0.1%
11168.775
1
<0.1%
11116.475
1
<0.1%
11115.788
1
<0.1%
11115.575
1
<0.1%
11087.463
1
<0.1%
11051.7
1
<0.1%
11034.875
1
<0.1%
11030.25
1
<0.1%
11027.313
1
<0.1%
11016.738000000001
1
<0.1%
11013.238000000001
1
<0.1%
crossborder_sync_balance_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_24
0.70
CEPS_IMP_lag_24
0.64
SEPS_EXP_lag_24
0.62
crossborder_sync_balance_actual_lag_168
0.52
50HzT_IMP_lag_24
0.47
crossborder_async_balance_actual_lag_24
0.42
CEPS_IMP_lag_168
0.38
Hard coal 1000 generation_lag_168
0.36
Hard coal 1000 generation_lag_24
0.36
generation_jwcd_forecast_lag_24
0.34
LIT_IMP_lag_24
0.33
SVK_IMP_lag_24
0.33
crossborder_async_balance_actual_lag_168
0.33
Hard coal 200 available_lag_168
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
441.68800000000005
4
<0.1%
500.5
4
<0.1%
2.563
4
<0.1%
462.36300000000006
4
<0.1%
455.55
4
<0.1%
298.55
4
<0.1%
20.1
3
<0.1%
570.025
3
<0.1%
451.18800000000005
3
<0.1%
820.65
3
<0.1%
780.4
3
<0.1%
989.05
3
<0.1%
423.475
3
<0.1%
535.975
3
<0.1%
70.875
3
<0.1%
SMALLEST VALUES
-2060.25
1
<0.1%
-2015.475
1
<0.1%
-1881.1879999999999
1
<0.1%
-1835.6129999999998
1
<0.1%
-1812.9379999999999
1
<0.1%
-1787.975
1
<0.1%
-1778.775
1
<0.1%
-1773.7
1
<0.1%
-1763.85
1
<0.1%
-1757.3
1
<0.1%
-1756.575
1
<0.1%
-1749.4379999999999
1
<0.1%
-1727.888
1
<0.1%
-1719.838
1
<0.1%
-1716.075
1
<0.1%
LARGEST VALUES
2106.7
1
<0.1%
2048.813
1
<0.1%
2019.3629999999998
1
<0.1%
2006.625
1
<0.1%
2002.425
1
<0.1%
1998.2879999999998
1
<0.1%
1973.625
1
<0.1%
1972.7379999999998
1
<0.1%
1969.1879999999999
1
<0.1%
1966.15
1
<0.1%
1964.963
1
<0.1%
1961.15
1
<0.1%
1954.725
1
<0.1%
1952.838
1
<0.1%
1940.25
1
<0.1%
crossborder_async_balance_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SVK_IMP_lag_24
0.79
LIT_IMP_lag_24
0.76
LIT_EXP_lag_24
0.69
SVK_EXP_lag_24
0.62
crossborder_async_balance_actual_lag_168
0.53
generation_jwcd_forecast_lag_24
0.53
load_forecast_lag_24
0.47
reserve1_forecast_lag_24
0.47
load_actual_lag_24
0.46
crossborder_sync_balance_actual_lag_24
0.42
SVK_IMP_lag_168
0.40
LIT_IMP_lag_168
0.40
generation_pi_actual_lag_24
0.38
SVK_EXP_lag_168
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.14
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1342.2
5
<0.1%
1269.088
5
<0.1%
1297.113
5
<0.1%
1282.363
5
<0.1%
769.888
5
<0.1%
1256.163
5
<0.1%
1271.713
4
<0.1%
1282.775
4
<0.1%
1156.625
4
<0.1%
713.5880000000001
4
<0.1%
1310.9379999999999
4
<0.1%
1283.175
4
<0.1%
1276.4
4
<0.1%
1269.488
4
<0.1%
1290.25
4
<0.1%
SMALLEST VALUES
-1059.913
1
<0.1%
-991.375
1
<0.1%
-987.813
1
<0.1%
-978.9
1
<0.1%
-967.575
1
<0.1%
-959.813
1
<0.1%
-955.05
1
<0.1%
-948.3
1
<0.1%
-942.638
1
<0.1%
-938.225
1
<0.1%
-937.8
1
<0.1%
-936.35
1
<0.1%
-934.138
1
<0.1%
-933.95
1
<0.1%
-931.5880000000001
1
<0.1%
LARGEST VALUES
1383.713
1
<0.1%
1377.55
1
<0.1%
1377.5379999999998
1
<0.1%
1377.5
1
<0.1%
1377.0629999999999
1
<0.1%
1377.0379999999998
1
<0.1%
1376.175
1
<0.1%
1376.025
1
<0.1%
1375.95
1
<0.1%
1375.763
1
<0.1%
1375.6879999999999
1
<0.1%
1375.1629999999998
1
<0.1%
1374.925
1
<0.1%
1374.8
1
<0.1%
1374.675
3
<0.1%
CEPS_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_24
0.70
SEPS_EXP_lag_24
0.65
CEPS_IMP_lag_24
0.48
generation_jwcd_forecast_lag_24
0.37
generation_wind_actual_lag_24
-0.36
CEPS_EXP_lag_168
0.34
generation_wind_forecast_lag_24
-0.33
crossborder_async_balance_actual_lag_24
0.32
crossborder_sync_balance_actual_lag_168
0.31
generation_njwcd_actual_lag_24
-0.31
generation_pi_actual_lag_24
0.31
capacity_njwcd_forecast_lag_24
-0.30
generation_njwcd_forecast_lag_24
-0.30
generation_pi_actual_lag_168
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
244
0.9%
-0.2
23
<0.1%
-204.4
20
<0.1%
-0.4
19
<0.1%
-187.2
19
<0.1%
-185.4
18
<0.1%
-174.2
18
<0.1%
-162.0
17
<0.1%
-209.4
16
<0.1%
-188.4
16
<0.1%
-184.4
16
<0.1%
-205.6
15
<0.1%
-238.2
15
<0.1%
-222.6
15
<0.1%
-209.6
15
<0.1%
SMALLEST VALUES
-1786.7
1
<0.1%
-1749.6
1
<0.1%
-1739.1
1
<0.1%
-1732.2
1
<0.1%
-1710.7
1
<0.1%
-1710.0
1
<0.1%
-1703.6
1
<0.1%
-1692.0
1
<0.1%
-1671.41
1
<0.1%
-1670.6
1
<0.1%
-1665.4
1
<0.1%
-1659.2
1
<0.1%
-1656.65
1
<0.1%
-1639.8
1
<0.1%
-1639.0
1
<0.1%
LARGEST VALUES
0.0
244
0.9%
-0.01
1
<0.1%
-0.1
3
<0.1%
-0.2
23
<0.1%
-0.3
4
<0.1%
-0.4
19
<0.1%
-0.6
12
<0.1%
-0.7
1
<0.1%
-0.8
10
<0.1%
-0.9
2
<0.1%
-1.0
7
<0.1%
-1.2
6
<0.1%
-1.3
1
<0.1%
-1.4
5
<0.1%
-1.5
2
<0.1%
CEPS_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_24
0.64
SEPS_EXP_lag_24
0.49
CEPS_EXP_lag_24
0.48
CEPS_IMP_lag_168
0.46
crossborder_sync_balance_actual_lag_168
0.40
SEPS_IMP_lag_24
0.37
Hard coal 200 available_lag_24
-0.32
Hard coal 200 available_lag_168
-0.31
Hard coal 1000 generation_lag_168
0.27
Hard coal 1000 generation_lag_24
0.26
SEPS_EXP_lag_168
0.25
Hard coal 200 generation_lag_168
-0.25
crossborder_async_balance_actual_lag_24
0.24
CEPS_EXP_lag_168
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,940
22.7%
0.2
395
1.5%
0.4
177
0.7%
0.6
165
0.6%
0.8
151
0.6%
1.0
110
0.4%
1.4
102
0.4%
1.2
98
0.4%
1.6
91
0.3%
2.0
78
0.3%
2.4
78
0.3%
1.8
77
0.3%
3.6
74
0.3%
2.2
72
0.3%
2.8
71
0.3%
SMALLEST VALUES
0.0
5,940
22.7%
0.01
1
<0.1%
0.02
1
<0.1%
0.1
47
0.2%
0.15
1
<0.1%
0.2
395
1.5%
0.27
1
<0.1%
0.29
1
<0.1%
0.3
16
<0.1%
0.31
1
<0.1%
0.33
1
<0.1%
0.4
177
0.7%
0.48
1
<0.1%
0.5
10
<0.1%
0.6
165
0.6%
LARGEST VALUES
940.0
1
<0.1%
927.8
1
<0.1%
896.9
1
<0.1%
894.3
1
<0.1%
889.1
1
<0.1%
887.6
1
<0.1%
843.4
1
<0.1%
836.1
1
<0.1%
828.9
1
<0.1%
822.6
1
<0.1%
821.4
1
<0.1%
819.1
1
<0.1%
815.7
1
<0.1%
814.0
1
<0.1%
813.4
1
<0.1%
SEPS_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_24
0.65
crossborder_sync_balance_actual_lag_24
0.62
CEPS_IMP_lag_24
0.49
SEPS_EXP_lag_168
0.45
generation_njwcd_actual_lag_24
-0.36
generation_wind_actual_lag_24
-0.36
generation_njwcd_forecast_lag_24
-0.35
capacity_njwcd_forecast_lag_24
-0.34
generation_wind_forecast_lag_24
-0.34
crossborder_sync_balance_actual_lag_168
0.32
CEPS_EXP_lag_168
0.31
SEPS_IMP_lag_24
0.30
50HzT_IMP_lag_24
-0.25
CEPS_IMP_lag_168
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,069
4.1%
-0.1
35
0.1%
-0.2
32
0.1%
-0.4
23
<0.1%
-0.3
20
<0.1%
-1.2
14
<0.1%
-1.3
13
<0.1%
-1.4
12
<0.1%
-271.1
12
<0.1%
-0.6
12
<0.1%
-0.8
12
<0.1%
-0.5
12
<0.1%
-272.6
12
<0.1%
-391.4
11
<0.1%
-446.8
11
<0.1%
SMALLEST VALUES
-1236.7
1
<0.1%
-1227.3
1
<0.1%
-1216.8
1
<0.1%
-1192.3
1
<0.1%
-1187.5
1
<0.1%
-1165.4
1
<0.1%
-1159.2
1
<0.1%
-1158.6
1
<0.1%
-1157.8
1
<0.1%
-1155.6
1
<0.1%
-1145.5
1
<0.1%
-1130.3
1
<0.1%
-1127.4
1
<0.1%
-1117.2
1
<0.1%
-1116.9
1
<0.1%
LARGEST VALUES
0.0
1,069
4.1%
-0.1
35
0.1%
-0.2
32
0.1%
-0.3
20
<0.1%
-0.4
23
<0.1%
-0.5
12
<0.1%
-0.6
12
<0.1%
-0.7
10
<0.1%
-0.8
12
<0.1%
-0.9
9
<0.1%
-1.0
11
<0.1%
-1.1
11
<0.1%
-1.2
14
<0.1%
-1.3
13
<0.1%
-1.4
12
<0.1%
SEPS_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_IMP_lag_24
0.37
SEPS_EXP_lag_24
0.30
crossborder_sync_balance_actual_lag_24
0.25
CEPS_EXP_lag_24
0.18
CEPS_IMP_lag_168
0.16
Hard coal 200 available_lag_24
-0.16
SEPS_EXP_lag_168
0.16
crossborder_sync_balance_actual_lag_168
0.15
50HzT_EXP_lag_24
-0.15
Gas 500 available_lag_24
-0.14
Hard coal 200 available_lag_168
-0.14
SEPS_IMP_lag_168
0.13
Hard coal 200 generation_lag_24
-0.12
Gas 500 available_lag_168
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
23,551
90.1%
0.1
96
0.4%
0.2
91
0.3%
0.4
57
0.2%
0.3
46
0.2%
0.5
38
0.1%
0.6
32
0.1%
0.8
31
0.1%
0.7
27
0.1%
1.1
23
<0.1%
1.0
23
<0.1%
1.2
21
<0.1%
0.9
21
<0.1%
1.4
18
<0.1%
1.7
18
<0.1%
SMALLEST VALUES
0.0
23,551
90.1%
0.1
96
0.4%
0.2
91
0.3%
0.3
46
0.2%
0.4
57
0.2%
0.5
38
0.1%
0.6
32
0.1%
0.7
27
0.1%
0.8
31
0.1%
0.9
21
<0.1%
1.0
23
<0.1%
1.1
23
<0.1%
1.2
21
<0.1%
1.3
13
<0.1%
1.4
18
<0.1%
LARGEST VALUES
505.3
1
<0.1%
481.3
1
<0.1%
452.8
1
<0.1%
445.3
1
<0.1%
435.9
1
<0.1%
428.2
1
<0.1%
421.1
1
<0.1%
420.1
1
<0.1%
409.0
1
<0.1%
407.8
1
<0.1%
397.4
1
<0.1%
393.8
1
<0.1%
385.3
1
<0.1%
373.5
1
<0.1%
363.5
1
<0.1%
50HzT_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
50HzT_IMP_lag_24
0.18
SEPS_IMP_lag_24
-0.15
generation_jwcd_forecast_lag_24
0.11
crossborder_sync_balance_actual_lag_24
0.11
SVK_EXP_lag_24
0.10
load_actual_lag_24
0.10
load_forecast_lag_24
0.09
reserve1_forecast_lag_24
0.09
generation_jwcd_actual_lag_24
0.09
crossborder_async_balance_actual_lag_24
0.09
price_lag_24
0.08
LIT_EXP_lag_24
0.08
Hard coal 1000 generation_lag_24
0.07
Lignite 300 generation_lag_24
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
25,587
97.9%
-0.15
22
<0.1%
-0.3
20
<0.1%
-0.2
16
<0.1%
-0.6
12
<0.1%
-0.1
12
<0.1%
-0.9
11
<0.1%
-1.2
8
<0.1%
-0.75
6
<0.1%
-0.8
5
<0.1%
-3.0
5
<0.1%
-0.4
5
<0.1%
-10.2
4
<0.1%
-2.7
4
<0.1%
-6.0
4
<0.1%
SMALLEST VALUES
-741.15
1
<0.1%
-656.7
1
<0.1%
-656.55
1
<0.1%
-655.8
1
<0.1%
-643.3
1
<0.1%
-635.25
1
<0.1%
-634.1
1
<0.1%
-631.35
1
<0.1%
-628.95
1
<0.1%
-627.6
1
<0.1%
-625.2
1
<0.1%
-621.6
1
<0.1%
-619.95
1
<0.1%
-598.35
1
<0.1%
-590.4
1
<0.1%
LARGEST VALUES
0.0
25,587
97.9%
-0.02
1
<0.1%
-0.1
12
<0.1%
-0.15
22
<0.1%
-0.2
16
<0.1%
-0.3
20
<0.1%
-0.4
5
<0.1%
-0.45
2
<0.1%
-0.5
4
<0.1%
-0.6
12
<0.1%
-0.7
2
<0.1%
-0.75
6
<0.1%
-0.8
5
<0.1%
-0.9
11
<0.1%
-1.05
2
<0.1%
50HzT_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_24
0.47
50HzT_IMP_lag_168
0.43
co2_price_pln_actual_lag_24
0.42
co2_price_pln_actual_lag_168
0.41
co2_price_eur_actual_lag_24
0.41
co2_price_eur_actual_lag_168
0.41
Hard coal 1000 generation_lag_24
0.35
Hard coal 500 available_lag_24
0.33
Hard coal 500 available_lag_168
0.31
Gas 500 generation_lag_168
0.30
Hard coal 1000 generation_lag_168
0.30
Gas 500 generation_lag_24
0.29
Hard coal 500 generation_lag_24
0.28
Hard coal 300 generation_lag_24
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
411
1.6%
1081.8
10
<0.1%
946.2
10
<0.1%
1044.45
10
<0.1%
706.05
9
<0.1%
777.15
9
<0.1%
957.15
9
<0.1%
1170.3
9
<0.1%
938.7
9
<0.1%
903.3
9
<0.1%
1079.4
8
<0.1%
1022.1
8
<0.1%
903.45
8
<0.1%
1080.0
8
<0.1%
968.4
8
<0.1%
SMALLEST VALUES
0.0
411
1.6%
0.15
5
<0.1%
0.3
1
<0.1%
0.45
1
<0.1%
0.6
1
<0.1%
0.75
2
<0.1%
0.8
1
<0.1%
1.05
2
<0.1%
1.2
1
<0.1%
1.3
1
<0.1%
1.65
1
<0.1%
2.55
2
<0.1%
2.85
1
<0.1%
3.0
1
<0.1%
3.3
2
<0.1%
LARGEST VALUES
2173.25
1
<0.1%
2163.3
1
<0.1%
2163.1
1
<0.1%
2140.65
1
<0.1%
2139.3
1
<0.1%
2128.7
1
<0.1%
2122.6
1
<0.1%
2121.0
1
<0.1%
2110.75
1
<0.1%
2108.55
1
<0.1%
2106.45
1
<0.1%
2095.5
1
<0.1%
2094.25
1
<0.1%
2093.9
1
<0.1%
2092.3
1
<0.1%
SVK_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.62
LIT_EXP_lag_24
0.55
SVK_EXP_lag_168
0.48
SVK_IMP_lag_24
0.41
crossborder_async_balance_actual_lag_168
0.39
LIT_EXP_lag_168
0.32
generation_jwcd_forecast_lag_24
0.30
LIT_IMP_lag_24
0.28
SVK_IMP_lag_168
0.28
crossborder_sync_balance_actual_lag_24
0.27
crossborder_sync_balance_actual_lag_168
0.26
load_forecast_lag_24
0.23
reserve1_forecast_lag_24
0.23
load_actual_lag_24
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
23,480
89.8%
-298.69
9
<0.1%
-298.88
8
<0.1%
-298.65
8
<0.1%
-298.68
7
<0.1%
-98.31
6
<0.1%
-298.7
6
<0.1%
-298.91
6
<0.1%
-298.93
6
<0.1%
-0.01
5
<0.1%
-298.67
5
<0.1%
-98.34
5
<0.1%
-298.64
5
<0.1%
-298.87
5
<0.1%
-98.29
5
<0.1%
SMALLEST VALUES
-598.19
1
<0.1%
-597.32
1
<0.1%
-596.55
1
<0.1%
-595.74
1
<0.1%
-595.32
1
<0.1%
-595.05
2
<0.1%
-594.78
1
<0.1%
-594.71
1
<0.1%
-594.56
1
<0.1%
-593.73
1
<0.1%
-593.54
1
<0.1%
-593.1
1
<0.1%
-590.92
1
<0.1%
-590.69
1
<0.1%
-588.91
1
<0.1%
LARGEST VALUES
0.0
23,480
89.8%
-0.01
5
<0.1%
-0.02
1
<0.1%
-0.03
1
<0.1%
-0.04
1
<0.1%
-0.08
3
<0.1%
-0.09
1
<0.1%
-0.1
1
<0.1%
-0.11
2
<0.1%
-0.12
2
<0.1%
-0.16
1
<0.1%
-0.18
1
<0.1%
-0.19
1
<0.1%
-0.21
1
<0.1%
-0.24
1
<0.1%
SVK_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.79
generation_jwcd_forecast_lag_24
0.42
SVK_IMP_lag_168
0.41
SVK_EXP_lag_24
0.41
crossborder_async_balance_actual_lag_168
0.40
LIT_IMP_lag_24
0.37
load_forecast_lag_24
0.36
reserve1_forecast_lag_24
0.36
load_actual_lag_24
0.36
crossborder_sync_balance_actual_lag_24
0.33
generation_pi_actual_lag_24
0.29
LIT_EXP_lag_24
0.29
SVK_EXP_lag_168
0.28
generation_pi_actual_lag_168
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,630
21.5%
597.9
1,395
5.3%
597.7
1,306
5.0%
597.8
1,287
4.9%
598.0
1,156
4.4%
597.6
1,047
4.0%
598.1
864
3.3%
597.5
831
3.2%
597.4
642
2.5%
598.2
528
2.0%
597.3
432
1.7%
597.2
316
1.2%
598.3
240
0.9%
597.1
212
0.8%
597.0
158
0.6%
SMALLEST VALUES
0.0
5,630
21.5%
0.1
10
<0.1%
0.2
20
<0.1%
0.3
16
<0.1%
0.4
12
<0.1%
0.5
3
<0.1%
0.6
13
<0.1%
0.7
11
<0.1%
0.8
8
<0.1%
0.9
8
<0.1%
1.0
5
<0.1%
1.1
13
<0.1%
1.2
14
<0.1%
1.3
11
<0.1%
1.4
11
<0.1%
LARGEST VALUES
604.6
2
<0.1%
604.5
1
<0.1%
603.5
1
<0.1%
602.0
3
<0.1%
601.9
1
<0.1%
601.5
1
<0.1%
600.8
1
<0.1%
600.2
2
<0.1%
600.1
3
<0.1%
600.0
2
<0.1%
599.3
3
<0.1%
599.2
3
<0.1%
599.1
7
<0.1%
599.0
9
<0.1%
598.9
3
<0.1%
UA_EXP_lag_24
MISSING:
26,136
(100%)
UA_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
UA_IMP_lag_168
0.33
generation_njwcd_actual_lag_24
0.27
generation_njwcd_forecast_lag_24
0.26
capacity_njwcd_forecast_lag_24
0.26
generation_njwcd_actual_lag_168
0.24
generation_njwcd_forecast_lag_168
0.24
capacity_njwcd_forecast_lag_168
0.24
Gas 500 available_lag_168
-0.23
Gas 200 generation_lag_24
0.21
reserve1_forecast_lag_24
0.18
load_forecast_lag_24
0.18
load_actual_lag_24
0.18
Lignite 1000 available_lag_168
0.18
Gas 500 generation_lag_168
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,704
10.3%
153.415
14
<0.1%
146.619
14
<0.1%
211.21
14
<0.1%
213.02200000000002
14
<0.1%
210.44400000000002
14
<0.1%
213.273
13
<0.1%
153.411
13
<0.1%
212.55599999999998
13
<0.1%
153.404
13
<0.1%
212.99200000000002
13
<0.1%
212.208
13
<0.1%
211.22099999999998
12
<0.1%
210.947
12
<0.1%
153.41899999999998
12
<0.1%
SMALLEST VALUES
0.0
2,704
10.3%
0.004
1
<0.1%
0.022000000000000002
1
<0.1%
0.026000000000000002
1
<0.1%
0.233
1
<0.1%
0.27
1
<0.1%
0.588
1
<0.1%
1.6340000000000001
1
<0.1%
6.522
1
<0.1%
6.656000000000001
1
<0.1%
8.168
1
<0.1%
10.061
1
<0.1%
10.168
1
<0.1%
11.459000000000001
1
<0.1%
11.776
1
<0.1%
LARGEST VALUES
220.56400000000002
1
<0.1%
218.96
1
<0.1%
218.61900000000003
1
<0.1%
218.52700000000002
1
<0.1%
218.468
1
<0.1%
218.34599999999998
1
<0.1%
218.30200000000002
1
<0.1%
218.287
1
<0.1%
218.235
1
<0.1%
218.22
1
<0.1%
218.09099999999998
1
<0.1%
218.03900000000002
1
<0.1%
218.002
1
<0.1%
217.98
1
<0.1%
217.976
1
<0.1%
LIT_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.69
SVK_EXP_lag_24
0.55
LIT_IMP_lag_24
0.48
generation_jwcd_forecast_lag_24
0.38
crossborder_async_balance_actual_lag_168
0.36
LIT_EXP_lag_168
0.35
SVK_EXP_lag_168
0.30
load_forecast_lag_24
0.30
reserve1_forecast_lag_24
0.30
load_actual_lag_24
0.29
LIT_IMP_lag_168
0.29
SVK_IMP_lag_24
0.29
crossborder_sync_balance_actual_lag_24
0.28
generation_pi_actual_lag_24
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
18,266
69.9%
-0.12
515
2.0%
-0.19
329
1.3%
-0.06
324
1.2%
-0.25
93
0.4%
-0.37
69
0.3%
-0.31
57
0.2%
-0.56
45
0.2%
-491.66
42
0.2%
-491.6
42
0.2%
-0.43
36
0.1%
-300.34
36
0.1%
-491.35
35
0.1%
-491.47
34
0.1%
-491.72
33
0.1%
SMALLEST VALUES
-498.18
1
<0.1%
-495.56
1
<0.1%
-495.5
1
<0.1%
-494.69
3
<0.1%
-494.63
1
<0.1%
-494.38
1
<0.1%
-494.32
1
<0.1%
-494.2
1
<0.1%
-493.7
2
<0.1%
-493.64
3
<0.1%
-493.39
1
<0.1%
-493.33
1
<0.1%
-493.27
1
<0.1%
-493.08
1
<0.1%
-493.02
1
<0.1%
LARGEST VALUES
0.0
18,266
69.9%
-0.06
324
1.2%
-0.12
515
2.0%
-0.13
1
<0.1%
-0.15
1
<0.1%
-0.19
329
1.3%
-0.25
93
0.4%
-0.31
57
0.2%
-0.36
1
<0.1%
-0.37
69
0.3%
-0.43
36
0.1%
-0.5
33
0.1%
-0.54
2
<0.1%
-0.56
45
0.2%
-0.6
1
<0.1%
LIT_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.76
LIT_EXP_lag_24
0.48
LIT_IMP_lag_168
0.44
generation_jwcd_forecast_lag_24
0.42
crossborder_async_balance_actual_lag_168
0.41
load_forecast_lag_24
0.39
reserve1_forecast_lag_24
0.39
load_actual_lag_24
0.38
SVK_IMP_lag_24
0.37
generation_pi_actual_lag_168
0.36
generation_pi_actual_lag_24
0.36
crossborder_sync_balance_actual_lag_24
0.33
SVK_EXP_lag_24
0.28
load_forecast_lag_168
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
7,684
29.4%
0.5
128
0.5%
0.49
81
0.3%
0.51
70
0.3%
0.48
50
0.2%
484.95
41
0.2%
484.68
40
0.2%
485.19
40
0.2%
485.27
39
0.1%
485.15
38
0.1%
0.52
38
0.1%
485.42
37
0.1%
485.25
37
0.1%
484.93
36
0.1%
485.31
35
0.1%
SMALLEST VALUES
0.0
7,684
29.4%
0.01
25
<0.1%
0.02
14
<0.1%
0.03
10
<0.1%
0.04
15
<0.1%
0.05
18
<0.1%
0.06
11
<0.1%
0.07
9
<0.1%
0.08
14
<0.1%
0.09
10
<0.1%
0.1
8
<0.1%
0.11
16
<0.1%
0.12
7
<0.1%
0.13
12
<0.1%
0.14
13
<0.1%
LARGEST VALUES
491.97
1
<0.1%
490.53
1
<0.1%
490.45
1
<0.1%
490.35
1
<0.1%
490.07
1
<0.1%
489.98
1
<0.1%
489.74
1
<0.1%
489.7
1
<0.1%
489.68
1
<0.1%
489.6
1
<0.1%
489.36
1
<0.1%
489.31
1
<0.1%
489.2
1
<0.1%
489.15
1
<0.1%
489.14
1
<0.1%
generation_wind_actual_lag_24
MISSING:
6
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_forecast_lag_24
0.95
generation_njwcd_actual_lag_24
0.82
capacity_njwcd_forecast_lag_24
0.82
generation_njwcd_forecast_lag_24
0.81
generation_jwcd_forecast_lag_24
-0.40
price_lag_24
-0.39
generation_jwcd_actual_lag_24
-0.39
CEPS_EXP_lag_24
-0.36
SEPS_EXP_lag_24
-0.36
generation_njwcd_actual_lag_168
0.31
crossborder_sync_balance_actual_lag_24
-0.31
generation_njwcd_forecast_lag_168
0.31
Lignite 300 generation_lag_24
-0.31
Lignite 200 generation_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1218.376
3
<0.1%
271.763
2
<0.1%
1117.18
2
<0.1%
1598.2179999999998
2
<0.1%
832.182
2
<0.1%
2217.791
2
<0.1%
184.637
2
<0.1%
440.05199999999996
2
<0.1%
1849.906
2
<0.1%
740.877
2
<0.1%
345.37199999999996
2
<0.1%
1216.33
2
<0.1%
705.0269999999999
2
<0.1%
1110.397
2
<0.1%
540.401
2
<0.1%
SMALLEST VALUES
8.181000000000001
1
<0.1%
13.994000000000002
1
<0.1%
17.631
1
<0.1%
17.642
1
<0.1%
17.769000000000002
1
<0.1%
18.442999999999998
1
<0.1%
18.51
1
<0.1%
20.543000000000003
1
<0.1%
22.357
1
<0.1%
22.405
1
<0.1%
22.831999999999997
1
<0.1%
22.883000000000003
1
<0.1%
23.541999999999998
1
<0.1%
24.639
1
<0.1%
24.869
1
<0.1%
LARGEST VALUES
5729.165
1
<0.1%
5728.393
1
<0.1%
5726.45
1
<0.1%
5708.021
1
<0.1%
5698.686
1
<0.1%
5675.201999999999
1
<0.1%
5648.85
1
<0.1%
5631.15
1
<0.1%
5625.956999999999
1
<0.1%
5622.472
1
<0.1%
5602.823
1
<0.1%
5557.621999999999
1
<0.1%
5529.446999999999
1
<0.1%
5529.274
1
<0.1%
5511.3730000000005
1
<0.1%
generation_solar_actual_lag_24
MISSING:
19,782
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_solar_forecast_lag_24
0.96
generation_solar_forecast_lag_168
0.90
generation_solar_actual_lag_168
0.90
load_forecast_lag_24
0.34
reserve1_forecast_lag_24
0.34
load_actual_lag_24
0.33
load_forecast_lag_168
0.32
reserve1_forecast_lag_168
0.32
load_actual_lag_168
0.32
generation_jwcd_forecast_lag_24
0.31
Hard coal 1000 generation_lag_24
0.31
generation_jwcd_forecast_lag_168
0.30
Hard coal 1000 generation_lag_168
0.29
generation_jwcd_actual_lag_24
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,616
41.2%
0.25
11
0.2%
0.163
4
<0.1%
4.238
4
<0.1%
0.938
4
<0.1%
0.263
3
<0.1%
5.05
3
<0.1%
0.525
3
<0.1%
0.23800000000000002
3
<0.1%
3.675
3
<0.1%
2.875
3
<0.1%
5.425
3
<0.1%
4.038
3
<0.1%
1.325
3
<0.1%
1.9
3
<0.1%
SMALLEST VALUES
0.0
2,616
41.2%
0.075
2
<0.1%
0.08800000000000001
2
<0.1%
0.1
2
<0.1%
0.113
2
<0.1%
0.125
1
<0.1%
0.163
4
<0.1%
0.188
1
<0.1%
0.225
2
<0.1%
0.23800000000000002
3
<0.1%
0.25
11
0.2%
0.263
3
<0.1%
0.275
2
<0.1%
0.33799999999999997
1
<0.1%
0.38799999999999996
1
<0.1%
LARGEST VALUES
1729.1
1
<0.1%
1702.1879999999999
1
<0.1%
1693.3129999999999
1
<0.1%
1673.3129999999999
1
<0.1%
1648.225
1
<0.1%
1633.2
1
<0.1%
1623.838
1
<0.1%
1609.2879999999998
1
<0.1%
1603.95
1
<0.1%
1597.075
1
<0.1%
1588.213
1
<0.1%
1586.85
1
<0.1%
1586.65
1
<0.1%
1580.65
1
<0.1%
1573.9
1
<0.1%
Biomass 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Biomass 200 generation_lag_168
0.46
Hard coal 100 generation_lag_168
-0.22
Hard coal 100 available_lag_168
-0.20
Hard coal 100 generation_lag_24
-0.16
Hard coal 100 available_lag_24
-0.15
month
0.12
Gas 200 generation_lag_168
-0.12
Lignite 200 generation_lag_24
0.11
Hard coal 300 available_lag_24
0.10
capacity_jwcd_forecast_lag_24
0.10
Hard coal 500 generation_lag_168
0.10
Gas 200 generation_lag_24
-0.10
generation_jwcd_forecast_lag_24
0.10
CEPS_IMP_lag_24
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3,962
15.2%
202.07
45
0.2%
202.21
43
0.2%
202.64
39
0.1%
192.21
39
0.1%
202.22
39
0.1%
202.68
37
0.1%
202.43
37
0.1%
202.11
36
0.1%
202.86
36
0.1%
202.32
36
0.1%
192.32
36
0.1%
201.75
36
0.1%
202.57
35
0.1%
202.03
35
0.1%
SMALLEST VALUES
0.0
3,962
15.2%
0.11
1
<0.1%
0.15
1
<0.1%
0.16
1
<0.1%
1.01
1
<0.1%
1.05
1
<0.1%
1.34
1
<0.1%
3.88
1
<0.1%
4.31
1
<0.1%
4.79
1
<0.1%
4.96
1
<0.1%
8.59
1
<0.1%
8.92
1
<0.1%
10.21
1
<0.1%
13.47
1
<0.1%
LARGEST VALUES
210.07
1
<0.1%
209.48
1
<0.1%
209.14
1
<0.1%
208.96
1
<0.1%
208.63
1
<0.1%
208.26
1
<0.1%
208.24
1
<0.1%
208.21
1
<0.1%
207.54
1
<0.1%
207.45
1
<0.1%
207.43
1
<0.1%
207.37
2
<0.1%
207.36
1
<0.1%
207.35
1
<0.1%
207.23
1
<0.1%
Gas 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_168
0.80
generation_njwcd_actual_lag_24
0.60
generation_njwcd_actual_lag_168
0.59
generation_njwcd_forecast_lag_24
0.58
generation_njwcd_forecast_lag_168
0.58
capacity_njwcd_forecast_lag_168
0.57
capacity_njwcd_forecast_lag_24
0.57
Hard coal 100 generation_lag_24
0.46
Hard coal 100 generation_lag_168
0.45
Lignite 200 available_lag_168
0.39
Lignite 200 available_lag_24
0.36
Gas 500 available_lag_168
-0.36
Gas 500 available_lag_24
-0.31
reserve1_forecast_lag_24
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,048
4.0%
194.425
15
<0.1%
194.37
13
<0.1%
194.48
13
<0.1%
146.447
9
<0.1%
94.05
9
<0.1%
116.55
8
<0.1%
185.24
8
<0.1%
146.391
8
<0.1%
146.386
8
<0.1%
146.385
7
<0.1%
146.315
7
<0.1%
94.12
7
<0.1%
146.365
6
<0.1%
93.92
6
<0.1%
SMALLEST VALUES
0.0
1,048
4.0%
0.002
1
<0.1%
0.01
1
<0.1%
0.387
1
<0.1%
1.49
1
<0.1%
1.51
1
<0.1%
6.27
1
<0.1%
8.24
1
<0.1%
10.12
1
<0.1%
10.83
1
<0.1%
11.62
1
<0.1%
15.105
1
<0.1%
16.48
1
<0.1%
16.49
1
<0.1%
16.54
1
<0.1%
LARGEST VALUES
567.225
1
<0.1%
565.804
1
<0.1%
565.394
1
<0.1%
564.731
1
<0.1%
564.505
1
<0.1%
564.399
1
<0.1%
557.3240000000002
1
<0.1%
557.281
1
<0.1%
555.742
1
<0.1%
555.611
1
<0.1%
555.5989999999998
1
<0.1%
554.8100000000002
1
<0.1%
554.601
1
<0.1%
554.5319999999998
1
<0.1%
547.401
1
<0.1%
Gas 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 available_lag_24
0.68
Gas 500 generation_lag_168
0.64
co2_price_pln_actual_lag_24
0.47
co2_price_pln_actual_lag_168
0.45
co2_price_eur_actual_lag_24
0.45
co2_price_eur_actual_lag_168
0.44
Gas 500 available_lag_168
0.35
Lignite 500 available_lag_168
-0.31
Lignite 500 available_lag_24
-0.30
50HzT_IMP_lag_168
0.30
50HzT_IMP_lag_24
0.29
capacity_jwcd_forecast_lag_24
0.27
Hard coal 500 available_lag_168
0.25
Hard coal 1000 generation_lag_168
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
474
1.8%
448.43
41
0.2%
448.42
40
0.2%
448.41
34
0.1%
448.4
25
<0.1%
563.17
24
<0.1%
448.44
22
<0.1%
548.32
22
<0.1%
563.26
19
<0.1%
563.27
19
<0.1%
563.22
19
<0.1%
563.24
16
<0.1%
563.18
16
<0.1%
558.21
16
<0.1%
553.22
15
<0.1%
SMALLEST VALUES
0.0
474
1.8%
0.65
1
<0.1%
1.15
1
<0.1%
3.67
1
<0.1%
5.58
1
<0.1%
8.86
1
<0.1%
9.18
1
<0.1%
14.74
1
<0.1%
15.26
1
<0.1%
18.11
1
<0.1%
19.3
1
<0.1%
19.91
1
<0.1%
23.24
1
<0.1%
24.93
1
<0.1%
25.04
1
<0.1%
LARGEST VALUES
1373.83
1
<0.1%
1362.71
1
<0.1%
1361.56
1
<0.1%
1360.5500000000004
1
<0.1%
1356.77
1
<0.1%
1353.72
1
<0.1%
1352.89
1
<0.1%
1351.66
1
<0.1%
1346.12
1
<0.1%
1345.36
1
<0.1%
1345.34
1
<0.1%
1345.26
1
<0.1%
1341.19
1
<0.1%
1338.83
1
<0.1%
1334.7199999999998
1
<0.1%
HPS 100 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 100 generation_lag_168
0.59
generation_pi_actual_lag_24
0.49
HPS 200 generation_lag_24
0.47
generation_pi_actual_lag_168
0.37
load_forecast_lag_168
0.33
load_forecast_lag_24
0.33
reserve1_forecast_lag_24
0.33
reserve1_forecast_lag_168
0.33
load_actual_lag_168
0.32
HPS 200 generation_lag_168
0.32
load_actual_lag_24
0.32
generation_jwcd_forecast_lag_168
0.27
generation_jwcd_forecast_lag_24
0.26
crossborder_async_balance_actual_lag_168
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
15,523
59.4%
0.01
309
1.2%
0.02
145
0.6%
0.03
53
0.2%
0.15
40
0.2%
20.15
38
0.1%
20.14
31
0.1%
20.94
30
0.1%
20.03
29
0.1%
0.24
29
0.1%
20.25
29
0.1%
20.06
28
0.1%
20.11
27
0.1%
20.02
27
0.1%
0.26
26
<0.1%
SMALLEST VALUES
0.0
15,523
59.4%
0.01
309
1.2%
0.02
145
0.6%
0.03
53
0.2%
0.04
22
<0.1%
0.05
17
<0.1%
0.06
16
<0.1%
0.07
6
<0.1%
0.08
13
<0.1%
0.09
14
<0.1%
0.1
17
<0.1%
0.11
16
<0.1%
0.12
20
<0.1%
0.13
24
<0.1%
0.14
24
<0.1%
LARGEST VALUES
374.32000000000005
1
<0.1%
326.29
1
<0.1%
295.25
1
<0.1%
291.59
1
<0.1%
290.85
1
<0.1%
287.7000000000001
1
<0.1%
281.21
1
<0.1%
279.67
1
<0.1%
279.29
1
<0.1%
278.48
1
<0.1%
278.36
1
<0.1%
274.89
1
<0.1%
270.94
1
<0.1%
270.75
1
<0.1%
269.29
1
<0.1%
HPS 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_pi_actual_lag_24
0.65
HPS 100 generation_lag_24
0.47
HPS 200 generation_lag_168
0.37
generation_pi_actual_lag_168
0.36
load_forecast_lag_24
0.33
reserve1_forecast_lag_24
0.33
load_actual_lag_24
0.32
load_forecast_lag_168
0.31
reserve1_forecast_lag_168
0.31
load_actual_lag_168
0.30
HPS 100 generation_lag_168
0.29
generation_jwcd_forecast_lag_168
0.25
LIT_IMP_lag_168
0.24
crossborder_async_balance_actual_lag_168
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
16,789
64.2%
0.03
222
0.8%
0.02
152
0.6%
0.01
144
0.6%
0.04
98
0.4%
0.05
41
0.2%
0.06
27
0.1%
0.07
15
<0.1%
0.08
9
<0.1%
133.5
8
<0.1%
0.14
7
<0.1%
133.4
7
<0.1%
3.8
7
<0.1%
0.18
6
<0.1%
133.1
6
<0.1%
SMALLEST VALUES
0.0
16,789
64.2%
0.01
144
0.6%
0.02
152
0.6%
0.03
222
0.8%
0.04
98
0.4%
0.05
41
0.2%
0.06
27
0.1%
0.06000000000000001
1
<0.1%
0.06999999999999999
2
<0.1%
0.07
15
<0.1%
0.08
9
<0.1%
0.09
4
<0.1%
0.09000000000000001
1
<0.1%
0.1
6
<0.1%
0.11
3
<0.1%
LARGEST VALUES
1021.0
1
<0.1%
944.85
1
<0.1%
936.32
1
<0.1%
927.8
1
<0.1%
925.14
1
<0.1%
909.9
1
<0.1%
908.93
1
<0.1%
908.61
1
<0.1%
908.42
1
<0.1%
906.8
1
<0.1%
906.74
1
<0.1%
901.77
1
<0.1%
898.6800000000002
1
<0.1%
897.22
1
<0.1%
894.25
1
<0.1%
Hard coal 100 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 generation_lag_168
0.75
Hard coal 100 available_lag_24
0.57
generation_njwcd_actual_lag_168
0.57
capacity_njwcd_forecast_lag_168
0.55
generation_njwcd_forecast_lag_168
0.55
generation_njwcd_actual_lag_24
0.55
capacity_njwcd_forecast_lag_24
0.53
generation_njwcd_forecast_lag_24
0.53
Gas 200 generation_lag_168
0.46
Gas 200 generation_lag_24
0.46
Hard coal 100 available_lag_168
0.46
Lignite 200 available_lag_168
0.37
Lignite 300 available_lag_24
0.37
Lignite 200 available_lag_24
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,675
21.7%
47.5
25
<0.1%
47.3
24
<0.1%
46.8
23
<0.1%
46.5
22
<0.1%
46.9
21
<0.1%
47.1
21
<0.1%
47.6
20
<0.1%
48.1
19
<0.1%
49.0
19
<0.1%
48.0
18
<0.1%
47.4
18
<0.1%
49.8
18
<0.1%
46.6
18
<0.1%
45.6
17
<0.1%
SMALLEST VALUES
0.0
5,675
21.7%
0.003
1
<0.1%
0.094
1
<0.1%
0.102
1
<0.1%
0.126
1
<0.1%
0.4
1
<0.1%
0.515
1
<0.1%
0.9640000000000001
1
<0.1%
1.126
1
<0.1%
1.212
1
<0.1%
1.2329999999999999
1
<0.1%
1.298
1
<0.1%
1.3090000000000002
1
<0.1%
1.4609999999999999
1
<0.1%
2.4
1
<0.1%
LARGEST VALUES
257.625
1
<0.1%
256.621
1
<0.1%
256.478
1
<0.1%
256.361
1
<0.1%
255.713
1
<0.1%
255.136
1
<0.1%
253.457
1
<0.1%
253.055
1
<0.1%
253.02
1
<0.1%
252.204
1
<0.1%
250.57200000000003
1
<0.1%
250.19099999999997
1
<0.1%
248.104
1
<0.1%
247.688
1
<0.1%
247.572
1
<0.1%
Hard coal 1000 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 generation_lag_168
0.58
co2_price_pln_actual_lag_168
0.47
co2_price_pln_actual_lag_24
0.46
co2_price_eur_actual_lag_168
0.46
co2_price_eur_actual_lag_24
0.45
generation_solar_forecast_lag_168
0.38
forecast_PLN
0.38
50HzT_IMP_lag_168
0.37
crossborder_sync_balance_actual_lag_24
0.36
generation_solar_actual_lag_168
0.35
crossborder_sync_balance_actual_lag_168
0.35
generation_jwcd_forecast_lag_24
0.35
50HzT_IMP_lag_24
0.35
capacity_jwcd_forecast_lag_24
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.22
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,834
7.0%
928.69
7
<0.1%
930.02
6
<0.1%
447.22
6
<0.1%
931.87
6
<0.1%
932.26
6
<0.1%
934.5
6
<0.1%
930.6
6
<0.1%
931.25
5
<0.1%
931.24
5
<0.1%
932.69
5
<0.1%
932.39
5
<0.1%
934.1
5
<0.1%
931.49
5
<0.1%
932.04
5
<0.1%
SMALLEST VALUES
0.0
1,834
7.0%
0.11
1
<0.1%
0.14
2
<0.1%
0.15
1
<0.1%
0.17
1
<0.1%
0.21
1
<0.1%
0.33
1
<0.1%
0.38
1
<0.1%
0.43
1
<0.1%
0.53
1
<0.1%
0.6
1
<0.1%
0.69
1
<0.1%
0.95
1
<0.1%
1.16
1
<0.1%
1.68
1
<0.1%
LARGEST VALUES
3435.9700000000007
1
<0.1%
3435.82
1
<0.1%
3433.4300000000007
1
<0.1%
3431.55
1
<0.1%
3430.52
1
<0.1%
3427.78
1
<0.1%
3425.84
1
<0.1%
3386.5
1
<0.1%
3378.13
1
<0.1%
3368.09
1
<0.1%
3366.56
1
<0.1%
3363.7000000000007
1
<0.1%
3356.0
1
<0.1%
3349.16
1
<0.1%
3339.8100000000004
1
<0.1%
Hard coal 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.83
generation_jwcd_forecast_lag_24
0.71
load_actual_lag_24
0.69
Hard coal 300 generation_lag_24
0.69
Lignite 200 generation_lag_24
0.69
reserve1_forecast_lag_24
0.67
load_forecast_lag_24
0.67
Hard coal 200 generation_lag_168
0.61
price_lag_24
0.61
Lignite 300 generation_lag_24
0.59
Hard coal 300 generation_lag_168
0.53
generation_jwcd_actual_lag_168
0.51
forecast_PLN
0.51
Lignite 200 generation_lag_168
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.43
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3
<0.1%
3074.914
2
<0.1%
3388.797
2
<0.1%
3422.188
2
<0.1%
2704.211
2
<0.1%
4669.981999999999
2
<0.1%
3680.341
2
<0.1%
3681.759
2
<0.1%
3306.616
2
<0.1%
3839.743
2
<0.1%
4694.579000000001
2
<0.1%
5263.837
2
<0.1%
2852.371
2
<0.1%
4145.627
2
<0.1%
3575.9960000000005
2
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
2175.274000000001
1
<0.1%
2181.423
1
<0.1%
2189.416
1
<0.1%
2195.15
1
<0.1%
2197.389
1
<0.1%
2209.3070000000002
1
<0.1%
2212.422
1
<0.1%
2241.444
1
<0.1%
2249.375
1
<0.1%
2263.937
1
<0.1%
2268.9010000000007
1
<0.1%
2277.544
1
<0.1%
2279.916000000001
1
<0.1%
2282.423
1
<0.1%
LARGEST VALUES
9447.572
1
<0.1%
9266.306000000002
1
<0.1%
9131.135000000002
1
<0.1%
9130.101
1
<0.1%
9108.802
1
<0.1%
9104.712
1
<0.1%
9102.624
1
<0.1%
9063.850999999997
1
<0.1%
9042.994000000002
1
<0.1%
8989.707000000002
1
<0.1%
8960.033999999998
1
<0.1%
8928.132000000001
1
<0.1%
8861.804000000002
1
<0.1%
8844.034999999998
1
<0.1%
8821.475999999999
1
<0.1%
Hard coal 300 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_24
0.69
Hard coal 300 generation_lag_168
0.66
generation_jwcd_actual_lag_24
0.66
Lignite 200 generation_lag_24
0.59
generation_jwcd_forecast_lag_24
0.57
Lignite 300 generation_lag_24
0.56
Hard coal 200 generation_lag_168
0.49
Lignite 300 generation_lag_168
0.48
load_actual_lag_24
0.47
reserve1_forecast_lag_24
0.46
load_forecast_lag_24
0.46
generation_jwcd_actual_lag_168
0.46
price_lag_24
0.45
Lignite 200 generation_lag_168
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.19
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
165.53
21
<0.1%
165.49
20
<0.1%
165.52
14
<0.1%
165.67
14
<0.1%
165.45
13
<0.1%
165.57
13
<0.1%
165.58
13
<0.1%
165.62
12
<0.1%
165.48
12
<0.1%
165.66
11
<0.1%
165.51
11
<0.1%
165.41
11
<0.1%
165.55
11
<0.1%
165.56
10
<0.1%
165.5
10
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
160.41
1
<0.1%
160.51
1
<0.1%
160.52
1
<0.1%
160.65
1
<0.1%
160.71
1
<0.1%
160.72
1
<0.1%
160.79
1
<0.1%
160.82
1
<0.1%
160.9
1
<0.1%
160.97
1
<0.1%
161.4
1
<0.1%
161.44
1
<0.1%
161.5
1
<0.1%
161.56
1
<0.1%
LARGEST VALUES
1448.83
1
<0.1%
1447.99
1
<0.1%
1447.91
1
<0.1%
1446.6
1
<0.1%
1444.91
1
<0.1%
1444.72
1
<0.1%
1444.0299999999993
1
<0.1%
1440.6
1
<0.1%
1439.9800000000002
1
<0.1%
1439.88
1
<0.1%
1439.12
1
<0.1%
1437.32
1
<0.1%
1435.71
1
<0.1%
1435.21
1
<0.1%
1435.2
1
<0.1%
Hard coal 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_24
0.65
Hard coal 500 generation_lag_168
0.64
forecast_PLN
0.50
Hard coal 500 available_lag_168
0.47
generation_jwcd_forecast_lag_24
0.38
co2_price_pln_actual_lag_24
0.34
co2_price_pln_actual_lag_168
0.33
crossborder_sync_balance_actual_lag_168
0.32
price_lag_24
0.32
co2_price_eur_actual_lag_24
0.32
generation_jwcd_actual_lag_24
0.32
co2_price_eur_actual_lag_168
0.31
Lignite 500 available_lag_24
-0.31
Hard coal 1000 generation_lag_168
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.26
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3,163
12.1%
436.0
148
0.6%
434.0
131
0.5%
435.0
127
0.5%
433.0
124
0.5%
432.0
116
0.4%
437.0
107
0.4%
440.0
84
0.3%
424.0
83
0.3%
405.0
81
0.3%
439.0
79
0.3%
445.0
77
0.3%
441.0
76
0.3%
426.0
74
0.3%
429.0
72
0.3%
SMALLEST VALUES
0.0
3,163
12.1%
0.2
1
<0.1%
0.4
1
<0.1%
0.6
1
<0.1%
0.9
1
<0.1%
1.0
1
<0.1%
1.3
1
<0.1%
2.0
3
<0.1%
2.2
1
<0.1%
3.9
1
<0.1%
5.0
1
<0.1%
6.0
1
<0.1%
6.6
1
<0.1%
6.8
1
<0.1%
8.2
1
<0.1%
LARGEST VALUES
1525.5
1
<0.1%
1516.1999999999996
1
<0.1%
1515.2
1
<0.1%
1515.1
1
<0.1%
1514.7
1
<0.1%
1514.1
1
<0.1%
1513.3
2
<0.1%
1513.1
1
<0.1%
1513.0
2
<0.1%
1512.3
1
<0.1%
1511.8
1
<0.1%
1511.7
1
<0.1%
1511.6
1
<0.1%
1511.5
2
<0.1%
1511.4
1
<0.1%
Lignite 1000 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 available_lag_24
0.80
Lignite 1000 generation_lag_168
0.45
generation_jwcd_actual_lag_24
0.44
Lignite 1000 available_lag_168
0.40
generation_jwcd_forecast_lag_24
0.38
Lignite 200 generation_lag_24
0.36
Hard coal 200 generation_lag_24
0.35
forecast_PLN
0.34
Lignite 300 generation_lag_24
0.31
price_lag_24
0.30
load_actual_lag_24
0.30
Lignite 500 generation_lag_24
0.29
reserve1_forecast_lag_24
0.29
load_forecast_lag_24
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.15
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,965
11.3%
793.61
12
<0.1%
794.98
12
<0.1%
794.57
11
<0.1%
795.64
10
<0.1%
796.25
10
<0.1%
797.08
10
<0.1%
794.61
10
<0.1%
794.37
10
<0.1%
794.0
10
<0.1%
797.85
10
<0.1%
793.0
9
<0.1%
796.5
9
<0.1%
794.38
9
<0.1%
793.82
9
<0.1%
SMALLEST VALUES
0.0
2,965
11.3%
0.19
1
<0.1%
0.84
1
<0.1%
1.32
1
<0.1%
2.39
1
<0.1%
2.84
1
<0.1%
4.8
1
<0.1%
7.35
1
<0.1%
7.48
1
<0.1%
7.75
1
<0.1%
7.76
1
<0.1%
9.91
1
<0.1%
9.96
1
<0.1%
10.44
1
<0.1%
11.6
1
<0.1%
LARGEST VALUES
1554.04
1
<0.1%
1547.04
1
<0.1%
1541.06
1
<0.1%
1537.49
1
<0.1%
1536.8
1
<0.1%
1535.85
1
<0.1%
1533.49
1
<0.1%
1528.38
1
<0.1%
1526.49
1
<0.1%
1521.92
1
<0.1%
1521.55
1
<0.1%
1518.64
1
<0.1%
1516.07
1
<0.1%
1514.4
1
<0.1%
1514.36
1
<0.1%
Lignite 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.81
generation_jwcd_forecast_lag_24
0.73
Hard coal 200 generation_lag_24
0.69
load_actual_lag_24
0.67
load_forecast_lag_24
0.65
reserve1_forecast_lag_24
0.65
Lignite 300 generation_lag_24
0.63
Hard coal 300 generation_lag_24
0.59
price_lag_24
0.56
forecast_PLN
0.51
Lignite 200 generation_lag_168
0.50
generation_jwcd_actual_lag_168
0.48
generation_jwcd_forecast_lag_168
0.46
load_actual_lag_168
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.35
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
652.77
4
<0.1%
936.35
4
<0.1%
587.38
4
<0.1%
931.42
4
<0.1%
581.2
4
<0.1%
870.0
4
<0.1%
795.27
4
<0.1%
1169.47
4
<0.1%
1056.66
4
<0.1%
1271.91
3
<0.1%
1220.62
3
<0.1%
658.46
3
<0.1%
935.25
3
<0.1%
855.26
3
<0.1%
1364.32
3
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
192.1
1
<0.1%
192.14
1
<0.1%
192.16
1
<0.1%
192.18
1
<0.1%
192.4
1
<0.1%
192.54
1
<0.1%
192.64
1
<0.1%
192.68
1
<0.1%
192.76
1
<0.1%
193.66000000000003
1
<0.1%
194.68
1
<0.1%
195.42
1
<0.1%
195.86
1
<0.1%
197.52
1
<0.1%
LARGEST VALUES
1944.49
1
<0.1%
1879.97
1
<0.1%
1873.71
1
<0.1%
1871.85
1
<0.1%
1862.75
1
<0.1%
1862.71
1
<0.1%
1860.13
1
<0.1%
1859.37
1
<0.1%
1857.56
1
<0.1%
1857.16
1
<0.1%
1849.59
1
<0.1%
1843.03
1
<0.1%
1841.28
1
<0.1%
1840.17
1
<0.1%
1839.95
1
<0.1%
Lignite 300 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.74
generation_jwcd_forecast_lag_24
0.68
Lignite 200 generation_lag_24
0.63
load_actual_lag_24
0.61
reserve1_forecast_lag_24
0.60
load_forecast_lag_24
0.60
Hard coal 200 generation_lag_24
0.59
Lignite 300 generation_lag_168
0.58
Hard coal 300 generation_lag_24
0.56
Hard coal 300 generation_lag_168
0.46
generation_jwcd_actual_lag_168
0.43
price_lag_24
0.43
generation_jwcd_forecast_lag_168
0.42
reserve1_forecast_lag_168
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.25
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3
<0.1%
3093.54
3
<0.1%
2998.68
3
<0.1%
2796.15
3
<0.1%
2251.3
3
<0.1%
2342.61
3
<0.1%
3879.87
3
<0.1%
3124.15
3
<0.1%
3100.1
3
<0.1%
3153.03
3
<0.1%
3217.46
3
<0.1%
1843.54
3
<0.1%
2671.05
3
<0.1%
3516.4
3
<0.1%
2226.42
3
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
783.2
1
<0.1%
785.42
1
<0.1%
786.4
1
<0.1%
787.5999999999998
1
<0.1%
787.6000000000001
1
<0.1%
788.1999999999998
1
<0.1%
788.5
1
<0.1%
789.56
1
<0.1%
790.3000000000002
1
<0.1%
791.6
1
<0.1%
792.5
1
<0.1%
794.0
1
<0.1%
794.2
1
<0.1%
798.5
1
<0.1%
LARGEST VALUES
4187.469999999998
1
<0.1%
4184.71
1
<0.1%
4184.040000000001
1
<0.1%
4182.76
1
<0.1%
4179.04
1
<0.1%
4178.95
1
<0.1%
4177.84
1
<0.1%
4177.63
1
<0.1%
4177.3
1
<0.1%
4177.09
1
<0.1%
4170.609999999999
1
<0.1%
4165.33
1
<0.1%
4164.56
1
<0.1%
4162.67
1
<0.1%
4162.33
1
<0.1%
Lignite 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.54
generation_jwcd_forecast_lag_24
0.52
Lignite 200 generation_lag_24
0.44
load_actual_lag_24
0.43
load_forecast_lag_24
0.42
reserve1_forecast_lag_24
0.42
price_lag_24
0.40
forecast_PLN
0.39
Hard coal 200 generation_lag_24
0.37
Lignite 500 generation_lag_168
0.36
generation_jwcd_forecast_lag_168
0.35
generation_jwcd_actual_lag_168
0.33
price
0.31
Hard coal 300 generation_lag_24
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.30
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,343
9.0%
203.6
60
0.2%
202.9
57
0.2%
202.2
54
0.2%
202.6
54
0.2%
203.0
54
0.2%
202.7
53
0.2%
204.4
52
0.2%
201.2
52
0.2%
203.1
50
0.2%
204.7
50
0.2%
203.8
50
0.2%
201.0
49
0.2%
203.3
48
0.2%
203.9
48
0.2%
SMALLEST VALUES
0.0
2,343
9.0%
0.3
2
<0.1%
0.4
1
<0.1%
0.5
2
<0.1%
0.7
1
<0.1%
0.9
1
<0.1%
2.1
2
<0.1%
2.4
1
<0.1%
3.7
1
<0.1%
4.0
1
<0.1%
5.8
1
<0.1%
6.9
1
<0.1%
7.6
1
<0.1%
9.0
1
<0.1%
9.8
1
<0.1%
LARGEST VALUES
629.5
1
<0.1%
627.2
1
<0.1%
625.0
1
<0.1%
624.3
1
<0.1%
623.0
1
<0.1%
621.5
1
<0.1%
620.0
1
<0.1%
619.3
1
<0.1%
618.1
1
<0.1%
616.7
1
<0.1%
612.5999999999998
1
<0.1%
611.1
1
<0.1%
609.9
1
<0.1%
608.5
1
<0.1%
605.0
1
<0.1%
Gas 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 generation_lag_24
0.68
Gas 500 available_lag_168
0.63
Hard coal 200 available_lag_24
0.36
Gas 500 generation_lag_168
0.34
Gas 200 generation_lag_24
-0.31
Gas 200 generation_lag_168
-0.31
Hard coal 200 available_lag_168
0.31
generation_njwcd_forecast_lag_24
-0.27
capacity_njwcd_forecast_lag_24
-0.25
generation_njwcd_actual_lag_24
-0.25
generation_njwcd_forecast_lag_168
-0.24
generation_solar_forecast_lag_24
-0.23
Hard coal 500 available_lag_24
-0.23
capacity_njwcd_forecast_lag_168
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
963.0
623
2.4%
968.0
617
2.4%
973.0
595
2.3%
978.0
543
2.1%
983.0
511
2.0%
447.0
470
1.8%
1002.0
457
1.7%
958.0
441
1.7%
1007.0
434
1.7%
1012.0
432
1.7%
997.0
400
1.5%
872.0
386
1.5%
1017.0
385
1.5%
948.0
339
1.3%
1022.0
332
1.3%
SMALLEST VALUES
378.0
18
<0.1%
383.0
4
<0.1%
388.0
6
<0.1%
393.0
3
<0.1%
398.0
6
<0.1%
403.0
6
<0.1%
408.0
23
<0.1%
413.0
7
<0.1%
433.0
18
<0.1%
438.0
74
0.3%
447.0
470
1.8%
450.0
2
<0.1%
451.0
1
<0.1%
458.5
1
<0.1%
460.0
4
<0.1%
LARGEST VALUES
1540.0
3
<0.1%
1535.0
5
<0.1%
1534.0
1
<0.1%
1530.0
14
<0.1%
1525.0
6
<0.1%
1524.0
2
<0.1%
1512.0
4
<0.1%
1507.0
8
<0.1%
1505.75
1
<0.1%
1505.0
2
<0.1%
1502.0
7
<0.1%
1500.0
6
<0.1%
1497.0
21
<0.1%
1495.0
1
<0.1%
1492.0
64
0.2%
Hard coal 100 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 available_lag_168
0.61
Hard coal 100 generation_lag_24
0.57
Hard coal 100 generation_lag_168
0.46
Lignite 300 available_lag_24
0.30
Lignite 300 available_lag_168
0.30
Hard coal 1000 generation_lag_168
-0.24
forecast_PLN
-0.23
generation_njwcd_actual_lag_168
0.22
generation_njwcd_forecast_lag_168
0.22
co2_price_eur_actual_lag_168
-0.22
generation_njwcd_forecast_lag_24
0.21
generation_njwcd_actual_lag_24
0.21
co2_price_eur_actual_lag_24
-0.20
capacity_njwcd_forecast_lag_168
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
200.0
16,648
63.7%
100.0
5,885
22.5%
150.0
1,348
5.2%
160.0
781
3.0%
155.0
218
0.8%
170.0
198
0.8%
195.0
99
0.4%
194.0
95
0.4%
192.0
85
0.3%
190.0
78
0.3%
185.0
71
0.3%
196.0
70
0.3%
175.0
67
0.3%
180.0
51
0.2%
140.0
46
0.2%
SMALLEST VALUES
100.0
5,885
22.5%
100.6
2
<0.1%
102.35
1
<0.1%
103.3
2
<0.1%
103.45
1
<0.1%
109.35
9
<0.1%
110.0
2
<0.1%
114.1
2
<0.1%
116.22
7
<0.1%
118.9
1
<0.1%
120.0
1
<0.1%
121.95
1
<0.1%
125.0
5
<0.1%
128.45
9
<0.1%
130.0
1
<0.1%
LARGEST VALUES
200.0
16,648
63.7%
198.75
1
<0.1%
198.5
11
<0.1%
198.0
10
<0.1%
197.75
1
<0.1%
197.5
16
<0.1%
197.0
35
0.1%
196.75
1
<0.1%
196.5
7
<0.1%
196.25
8
<0.1%
196.0
70
0.3%
195.5
5
<0.1%
195.0
99
0.4%
194.75
1
<0.1%
194.0
95
0.4%
Hard coal 1000 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 available_lag_168
0.72
co2_price_eur_actual_lag_168
-0.45
co2_price_eur_actual_lag_24
-0.45
co2_price_pln_actual_lag_168
-0.43
co2_price_pln_actual_lag_24
-0.43
Hard coal 300 available_lag_24
0.25
Hard coal 300 available_lag_168
0.23
Hard coal 500 available_lag_168
0.23
Hard coal 500 available_lag_24
0.21
Hard coal 200 available_lag_24
-0.21
Hard coal 200 available_lag_168
-0.20
month
-0.20
Hard coal 1000 generation_lag_24
0.19
price_lag_168
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
2885.0
4,073
15.6%
3795.0
2,990
11.4%
1085.0
2,122
8.1%
1980.0
1,476
5.6%
1810.0
1,323
5.1%
1985.0
1,158
4.4%
2895.0
932
3.6%
2720.0
870
3.3%
1075.0
609
2.3%
905.0
374
1.4%
1820.0
313
1.2%
2238.0
289
1.1%
910.0
274
1.0%
1799.0
271
1.0%
1935.0
236
0.9%
SMALLEST VALUES
0.0
56
0.2%
6.170000000000073
1
<0.1%
10.0
138
0.5%
48.25
1
<0.1%
89.0
1
<0.1%
99.0
1
<0.1%
197.5
1
<0.1%
268.75
1
<0.1%
269.3499999999999
2
<0.1%
278.75
2
<0.1%
306.8499999999999
1
<0.1%
334.8699999999999
1
<0.1%
344.86999999999983
1
<0.1%
360.0
2
<0.1%
361.84999999999985
1
<0.1%
LARGEST VALUES
3795.0
2,990
11.4%
3790.0
2
<0.1%
3782.5
1
<0.1%
3757.5
1
<0.1%
3751.25
3
<0.1%
3749.5
2
<0.1%
3745.0
1
<0.1%
3736.25
1
<0.1%
3735.0
2
<0.1%
3732.5
2
<0.1%
3727.0
2
<0.1%
3722.0
1
<0.1%
3720.0
4
<0.1%
3715.0
9
<0.1%
3710.0
1
<0.1%
Hard coal 200 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 available_lag_168
0.78
Hard coal 200 generation_lag_24
0.43
Hard coal 200 generation_lag_168
0.42
Hard coal 500 available_lag_168
-0.41
Hard coal 500 available_lag_24
-0.41
Lignite 500 available_lag_24
0.39
Gas 500 available_lag_168
0.38
Lignite 500 available_lag_168
0.38
Gas 500 available_lag_24
0.36
CEPS_IMP_lag_168
-0.32
CEPS_IMP_lag_24
-0.32
crossborder_sync_balance_actual_lag_24
-0.32
crossborder_sync_balance_actual_lag_168
-0.30
Hard coal 300 generation_lag_168
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
10714.0
155
0.6%
9997.0
129
0.5%
10377.0
111
0.4%
10939.0
108
0.4%
10044.0
104
0.4%
9938.0
90
0.3%
10222.0
86
0.3%
10602.0
85
0.3%
10258.0
79
0.3%
11405.0
78
0.3%
10033.0
76
0.3%
11256.0
74
0.3%
10380.0
73
0.3%
11496.0
70
0.3%
9803.0
69
0.3%
SMALLEST VALUES
8969.0
2
<0.1%
8973.6
1
<0.1%
8974.77
1
<0.1%
8992.0
1
<0.1%
8997.0
1
<0.1%
9018.65
1
<0.1%
9022.05
1
<0.1%
9029.0
14
<0.1%
9048.0
5
<0.1%
9061.92
1
<0.1%
9068.0
1
<0.1%
9081.0
1
<0.1%
9087.72
1
<0.1%
9108.2
1
<0.1%
9109.0
2
<0.1%
LARGEST VALUES
12411.0
29
0.1%
12369.15
1
<0.1%
12366.0
1
<0.1%
12365.5
1
<0.1%
12363.5
1
<0.1%
12345.0
4
<0.1%
12341.0
17
<0.1%
12336.0
6
<0.1%
12334.25
1
<0.1%
12330.0
12
<0.1%
12322.0
4
<0.1%
12321.0
7
<0.1%
12317.5
1
<0.1%
12316.15
1
<0.1%
12316.0
4
<0.1%
Hard coal 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_168
0.76
Hard coal 500 generation_lag_24
0.65
Hard coal 500 generation_lag_168
0.52
Hard coal 200 available_lag_168
-0.43
Hard coal 200 available_lag_24
-0.41
Hard coal 200 generation_lag_24
-0.37
50HzT_IMP_lag_168
0.35
Hard coal 200 generation_lag_168
-0.33
Lignite 300 generation_lag_24
-0.33
50HzT_IMP_lag_24
0.33
Lignite 300 generation_lag_168
-0.31
crossborder_sync_balance_actual_lag_168
0.31
crossborder_sync_balance_actual_lag_24
0.27
capacity_jwcd_forecast_lag_24
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1592.0
4,818
18.4%
572.0
4,061
15.5%
1132.0
2,835
10.8%
1032.0
2,582
9.9%
12.0
1,408
5.4%
472.0
1,321
5.1%
1026.0
1,264
4.8%
1012.0
746
2.9%
566.0
652
2.5%
1352.0
351
1.3%
992.0
318
1.2%
982.0
274
1.0%
972.0
256
1.0%
1002.0
227
0.9%
1493.0
205
0.8%
SMALLEST VALUES
0.0
3
<0.1%
12.0
1,408
5.4%
27.75
1
<0.1%
42.0
1
<0.1%
55.6199999999999
4
<0.1%
58.8699999999999
2
<0.1%
62.76999999999998
1
<0.1%
67.15000000000009
1
<0.1%
81.0
1
<0.1%
82.0
1
<0.1%
93.59999999999992
1
<0.1%
100.0
1
<0.1%
102.0
2
<0.1%
107.0
1
<0.1%
124.5
1
<0.1%
LARGEST VALUES
1592.0
4,818
18.4%
1591.0
8
<0.1%
1587.0
4
<0.1%
1586.0
13
<0.1%
1584.5
4
<0.1%
1582.0
25
<0.1%
1580.5
2
<0.1%
1579.5
2
<0.1%
1579.0
1
<0.1%
1577.0
30
0.1%
1576.75
1
<0.1%
1576.0
1
<0.1%
1574.75
3
<0.1%
1574.5
2
<0.1%
1572.0
58
0.2%
Lignite 200 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 200 available_lag_168
0.60
generation_njwcd_actual_lag_24
0.47
capacity_njwcd_forecast_lag_24
0.46
generation_njwcd_forecast_lag_24
0.46
generation_njwcd_actual_lag_168
0.45
capacity_njwcd_forecast_lag_168
0.44
generation_njwcd_forecast_lag_168
0.44
Hard coal 100 generation_lag_168
0.38
Hard coal 100 generation_lag_24
0.36
Gas 200 generation_lag_24
0.36
Gas 200 generation_lag_168
0.35
generation_wind_actual_lag_24
0.23
generation_wind_forecast_lag_24
0.23
generation_wind_forecast_lag_168
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1892.0
2,838
10.9%
2092.0
2,357
9.0%
2327.0
1,667
6.4%
2105.0
1,147
4.4%
2127.0
1,016
3.9%
1870.0
935
3.6%
2066.0
769
2.9%
1666.0
624
2.4%
2301.0
548
2.1%
1609.0
492
1.9%
1992.0
423
1.6%
1844.0
395
1.5%
1857.0
317
1.2%
2192.0
302
1.2%
1815.0
299
1.1%
SMALLEST VALUES
1009.0
2
<0.1%
1019.0
2
<0.1%
1068.0
4
<0.1%
1083.77
1
<0.1%
1084.0
1
<0.1%
1109.0
5
<0.1%
1116.0
1
<0.1%
1116.15
1
<0.1%
1124.25
1
<0.1%
1143.67
1
<0.1%
1151.0
8
<0.1%
1166.0
4
<0.1%
1180.25
1
<0.1%
1187.0
3
<0.1%
1188.0
3
<0.1%
LARGEST VALUES
2562.0
114
0.4%
2531.0
1
<0.1%
2501.25
1
<0.1%
2426.0
61
0.2%
2412.0
1
<0.1%
2411.0
22
<0.1%
2403.12
1
<0.1%
2379.0
1
<0.1%
2356.5
1
<0.1%
2356.0
1
<0.1%
2349.15
1
<0.1%
2340.0
1
<0.1%
2327.0
1,667
6.4%
2325.0
8
<0.1%
2324.0
1
<0.1%
Lignite 300 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 300 available_lag_168
0.62
Hard coal 100 generation_lag_168
0.39
month
-0.38
forecast_PLN
-0.37
Hard coal 100 generation_lag_24
0.37
Lignite 300 generation_lag_24
0.33
Hard coal 100 available_lag_24
0.30
generation_njwcd_actual_lag_24
0.29
generation_njwcd_forecast_lag_24
0.29
capacity_njwcd_forecast_lag_24
0.28
Gas 200 generation_lag_168
0.27
generation_njwcd_actual_lag_168
0.27
Hard coal 100 available_lag_168
0.27
generation_njwcd_forecast_lag_168
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.21
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3854.0
3,197
12.2%
4614.0
2,733
10.5%
4244.0
2,508
9.6%
3834.0
1,842
7.0%
3464.0
1,391
5.3%
3840.0
1,190
4.6%
4224.0
1,014
3.9%
3484.0
956
3.7%
3874.0
695
2.7%
3494.0
614
2.3%
3074.0
447
1.7%
3850.0
418
1.6%
3450.0
361
1.4%
4220.0
318
1.2%
3474.0
278
1.1%
SMALLEST VALUES
1910.0
1
<0.1%
1930.0
1
<0.1%
1933.1
1
<0.1%
2030.82
1
<0.1%
2130.0
1
<0.1%
2206.0
1
<0.1%
2280.0
3
<0.1%
2304.0
8
<0.1%
2324.0
2
<0.1%
2330.0
1
<0.1%
2388.4
1
<0.1%
2412.4
1
<0.1%
2419.0
1
<0.1%
2432.4
1
<0.1%
2466.6
1
<0.1%
LARGEST VALUES
4614.0
2,733
10.5%
4609.0
1
<0.1%
4604.0
2
<0.1%
4601.5
2
<0.1%
4594.0
11
<0.1%
4591.5
1
<0.1%
4589.0
1
<0.1%
4584.0
21
<0.1%
4581.5
8
<0.1%
4579.0
2
<0.1%
4576.5
1
<0.1%
4574.0
24
<0.1%
4571.5
1
<0.1%
4566.5
5
<0.1%
4564.0
12
<0.1%
Hard coal 300 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 300 available_lag_168
0.71
Hard coal 300 generation_lag_24
0.41
Hard coal 300 generation_lag_168
0.35
forecast_PLN
0.30
Hard coal 1000 available_lag_168
0.26
co2_price_pln_actual_lag_168
-0.26
Hard coal 1000 available_lag_24
0.25
co2_price_pln_actual_lag_24
-0.25
co2_price_eur_actual_lag_168
-0.24
co2_price_eur_actual_lag_24
-0.24
Hard coal 200 generation_lag_168
0.23
Lignite 200 generation_lag_168
0.23
Gas 500 generation_lag_24
-0.22
Hard coal 200 generation_lag_24
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1532.0
6,694
25.6%
1149.0
3,501
13.4%
1146.0
3,448
13.2%
763.0
2,016
7.7%
1152.0
751
2.9%
1329.0
718
2.7%
769.0
616
2.4%
1326.0
606
2.3%
949.0
357
1.4%
766.0
305
1.2%
943.0
287
1.1%
946.0
234
0.9%
1449.0
226
0.9%
1346.0
208
0.8%
1529.0
203
0.8%
SMALLEST VALUES
180.0
2
<0.1%
245.0
1
<0.1%
252.84999999999994
1
<0.1%
255.0
1
<0.1%
264.36999999999995
1
<0.1%
280.0
1
<0.1%
320.0
6
<0.1%
327.0499999999999
1
<0.1%
360.0
19
<0.1%
365.5
3
<0.1%
380.0
8
<0.1%
383.0
2
<0.1%
386.0
22
<0.1%
405.0
1
<0.1%
407.5
1
<0.1%
LARGEST VALUES
1532.0
6,694
25.6%
1530.5
1
<0.1%
1529.0
203
0.8%
1526.0
144
0.6%
1525.5
6
<0.1%
1525.0
14
<0.1%
1524.5
3
<0.1%
1524.0
15
<0.1%
1520.5
1
<0.1%
1519.5
1
<0.1%
1519.0
16
<0.1%
1518.5
1
<0.1%
1518.0
3
<0.1%
1517.0
4
<0.1%
1516.5
2
<0.1%
Lignite 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 500 available_lag_168
0.88
co2_price_pln_actual_lag_24
-0.44
co2_price_pln_actual_lag_168
-0.42
Hard coal 200 available_lag_168
0.40
co2_price_eur_actual_lag_24
-0.40
forecast_PLN
-0.39
Hard coal 200 available_lag_24
0.39
co2_price_eur_actual_lag_168
-0.38
Hard coal 500 generation_lag_168
-0.34
month
-0.33
Hard coal 1000 generation_lag_168
-0.31
Hard coal 500 generation_lag_24
-0.31
Gas 500 generation_lag_24
-0.30
Hard coal 1000 generation_lag_24
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
954.0
20,863
79.8%
474.0
3,826
14.6%
480.0
658
2.5%
666.0
85
0.3%
915.0
47
0.2%
186.0
42
0.2%
802.0
40
0.2%
812.0
38
0.1%
944.0
35
0.1%
754.0
33
0.1%
920.0
30
0.1%
860.0
24
<0.1%
864.0
20
<0.1%
814.0
20
<0.1%
670.0
18
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
23.620000000000005
1
<0.1%
186.0
42
0.2%
240.0
6
<0.1%
316.4500000000001
1
<0.1%
330.0
1
<0.1%
355.5
1
<0.1%
384.0
6
<0.1%
394.0
6
<0.1%
402.0
1
<0.1%
414.0
2
<0.1%
429.0
2
<0.1%
449.0
2
<0.1%
454.0
1
<0.1%
455.25
1
<0.1%
LARGEST VALUES
954.0
20,863
79.8%
944.0
35
0.1%
941.5
1
<0.1%
941.0
1
<0.1%
940.0
7
<0.1%
939.0
1
<0.1%
936.5
1
<0.1%
931.5
3
<0.1%
929.0
3
<0.1%
928.0
6
<0.1%
924.0
3
<0.1%
920.0
30
0.1%
918.0
7
<0.1%
916.5
2
<0.1%
915.0
47
0.2%
Lignite 1000 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 generation_lag_24
0.80
Lignite 1000 available_lag_168
0.47
Lignite 1000 generation_lag_168
0.39
capacity_jwcd_forecast_lag_24
0.23
Lignite 300 available_lag_24
-0.23
Lignite 300 available_lag_168
-0.21
forecast_PLN
0.20
Hard coal 200 available_lag_24
0.19
Hard coal 200 available_lag_168
0.18
Lignite 500 generation_lag_24
0.17
capacity_jwcd_forecast_lag_168
0.16
Hard coal 200 generation_lag_24
0.16
generation_jwcd_actual_lag_24
0.15
Biomass 200 generation_lag_168
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.11
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
858.0
22,115
84.6%
0.0
2,473
9.5%
429.0
461
1.8%
380.0
95
0.4%
818.0
84
0.3%
798.0
61
0.2%
778.0
54
0.2%
758.0
53
0.2%
828.0
49
0.2%
808.0
34
0.1%
800.0
32
0.1%
770.0
30
0.1%
810.0
30
0.1%
815.0
29
0.1%
600.0
29
0.1%
SMALLEST VALUES
0.0
2,473
9.5%
13.399999999999974
1
<0.1%
22.970000000000034
1
<0.1%
50.0
1
<0.1%
87.14999999999998
3
<0.1%
100.0
2
<0.1%
103.41999999999996
1
<0.1%
120.66999999999996
1
<0.1%
167.60000000000005
2
<0.1%
214.52
4
<0.1%
220.0
1
<0.1%
250.0
1
<0.1%
261.75
1
<0.1%
300.0
4
<0.1%
304.52
7
<0.1%
LARGEST VALUES
858.0
22,115
84.6%
850.5
2
<0.1%
848.5
1
<0.1%
848.0
1
<0.1%
845.5
2
<0.1%
843.0
5
<0.1%
841.0
1
<0.1%
839.25
1
<0.1%
839.0
1
<0.1%
838.0
8
<0.1%
836.0
1
<0.1%
835.5
2
<0.1%
834.0
1
<0.1%
833.0
25
<0.1%
831.75
1
<0.1%
Biomass 200 available_lag_24
MISSING:
---
TOP CATEGORIES
225.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Biomass 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON Biomass 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Biomass 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
Gas 200 available_lag_24
MISSING:
---
TOP CATEGORIES
457.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Gas 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON Gas 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Gas 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
HPS 100 available_lag_24
MISSING:
---
TOP CATEGORIES
450.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 100 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 100 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 100 available_lag_24
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
HPS 200 available_lag_24
MISSING:
---
TOP CATEGORIES
1256.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
price_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
forecast_PLN
0.75
generation_jwcd_actual_lag_168
0.74
generation_jwcd_forecast_lag_168
0.71
price
0.70
Hard coal 200 generation_lag_168
0.60
price_lag_24
0.60
Lignite 200 generation_lag_168
0.56
load_actual_lag_168
0.54
load_forecast_lag_168
0.52
reserve1_forecast_lag_168
0.52
generation_jwcd_actual_lag_24
0.45
Hard coal 300 generation_lag_168
0.44
generation_jwcd_forecast_lag_24
0.43
Lignite 300 generation_lag_168
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.30
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
220.0
234
0.9%
230.0
219
0.8%
235.0
214
0.8%
250.0
211
0.8%
240.0
211
0.8%
210.0
211
0.8%
200.0
188
0.7%
260.0
160
0.6%
180.0
147
0.6%
300.0
141
0.5%
245.0
140
0.5%
215.0
136
0.5%
190.0
133
0.5%
280.0
130
0.5%
205.0
128
0.5%
SMALLEST VALUES
31.0
4
<0.1%
40.0
1
<0.1%
45.0
1
<0.1%
49.71
1
<0.1%
49.95
1
<0.1%
50.0
1
<0.1%
53.41
1
<0.1%
55.78
1
<0.1%
56.73
1
<0.1%
58.0
1
<0.1%
59.57
1
<0.1%
60.0
5
<0.1%
60.6
2
<0.1%
61.0
2
<0.1%
62.37
1
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
co2_price_pln_actual_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_eur_actual_lag_168
1.00
co2_price_pln_actual_lag_24
0.97
co2_price_eur_actual_lag_24
0.97
forecast_PLN
0.49
Hard coal 1000 generation_lag_168
0.48
Gas 500 generation_lag_168
0.48
Hard coal 1000 generation_lag_24
0.47
Hard coal 1000 available_lag_168
-0.45
Gas 500 generation_lag_24
0.45
Hard coal 1000 available_lag_24
-0.43
Hard coal 300 generation_lag_24
-0.43
Lignite 500 available_lag_168
-0.43
50HzT_IMP_lag_168
0.42
month
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
106.35
72
0.3%
109.64
72
0.3%
106.15
72
0.3%
88.76
72
0.3%
103.62
72
0.3%
108.48
48
0.2%
115.05
48
0.2%
109.33
48
0.2%
107.68
48
0.2%
111.87
48
0.2%
102.1
48
0.2%
74.06
48
0.2%
77.77
48
0.2%
92.72
48
0.2%
95.85
48
0.2%
SMALLEST VALUES
31.83
24
<0.1%
32.21
24
<0.1%
32.28
48
0.2%
32.36
24
<0.1%
32.45
24
<0.1%
32.47
24
<0.1%
32.5
24
<0.1%
32.58
48
0.2%
32.67
24
<0.1%
32.71
24
<0.1%
32.73
24
<0.1%
32.91
24
<0.1%
33.6
24
<0.1%
34.05
24
<0.1%
34.1
24
<0.1%
LARGEST VALUES
144.79
24
<0.1%
143.44
24
<0.1%
142.54
24
<0.1%
141.5
24
<0.1%
140.67
24
<0.1%
140.18
24
<0.1%
140.1
24
<0.1%
139.91
24
<0.1%
139.12
24
<0.1%
138.12
24
<0.1%
136.86
24
<0.1%
136.81
24
<0.1%
135.67
24
<0.1%
135.49
24
<0.1%
135.44
24
<0.1%
co2_price_eur_actual_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_pln_actual_lag_168
1.00
co2_price_eur_actual_lag_24
0.97
co2_price_pln_actual_lag_24
0.97
forecast_PLN
0.48
Hard coal 1000 available_lag_168
-0.47
Hard coal 1000 generation_lag_168
0.47
Hard coal 1000 generation_lag_24
0.46
Gas 500 generation_lag_168
0.46
Hard coal 1000 available_lag_24
-0.45
Gas 500 generation_lag_24
0.44
Hard coal 300 generation_lag_24
-0.41
50HzT_IMP_lag_168
0.41
50HzT_IMP_lag_24
0.41
Hard coal 300 generation_lag_168
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
25.11
144
0.6%
25.16
120
0.5%
25.64
120
0.5%
26.0
120
0.5%
24.23
96
0.4%
26.11
96
0.4%
26.36
96
0.4%
25.21
96
0.4%
26.35
96
0.4%
24.02
96
0.4%
24.94
96
0.4%
20.16
96
0.4%
23.59
96
0.4%
24.83
96
0.4%
21.23
96
0.4%
SMALLEST VALUES
7.64
24
<0.1%
7.76
24
<0.1%
7.77
72
0.3%
7.78
24
<0.1%
7.79
48
0.2%
7.8
24
<0.1%
7.82
24
<0.1%
7.84
24
<0.1%
7.85
48
0.2%
7.88
24
<0.1%
8.03
24
<0.1%
8.16
24
<0.1%
8.17
24
<0.1%
8.46
24
<0.1%
8.48
24
<0.1%
LARGEST VALUES
32.12
24
<0.1%
32.07
24
<0.1%
31.91
24
<0.1%
31.86
24
<0.1%
31.72
24
<0.1%
31.49
24
<0.1%
31.45
24
<0.1%
31.1
24
<0.1%
31.04
24
<0.1%
30.9
24
<0.1%
30.81
24
<0.1%
30.8
24
<0.1%
30.57
24
<0.1%
30.51
24
<0.1%
30.45
24
<0.1%
load_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_168
1.00
load_actual_lag_168
0.99
generation_jwcd_forecast_lag_168
0.84
generation_jwcd_actual_lag_168
0.78
load_forecast_lag_24
0.73
reserve1_forecast_lag_24
0.72
load_actual_lag_24
0.72
Hard coal 200 generation_lag_168
0.67
Lignite 200 generation_lag_168
0.65
forecast_PLN
0.61
Lignite 300 generation_lag_168
0.60
generation_jwcd_forecast_lag_24
0.56
price_lag_168
0.52
generation_jwcd_actual_lag_24
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16025.0
96
0.4%
15900.0
94
0.4%
21075.0
93
0.4%
16200.0
91
0.3%
21375.0
91
0.3%
22100.0
87
0.3%
15800.0
87
0.3%
21675.0
87
0.3%
21575.0
87
0.3%
21750.0
85
0.3%
20975.0
84
0.3%
21200.0
84
0.3%
21225.0
84
0.3%
21400.0
82
0.3%
16225.0
82
0.3%
SMALLEST VALUES
10438.0
1
<0.1%
10538.0
1
<0.1%
10800.0
1
<0.1%
10825.0
1
<0.1%
10950.0
1
<0.1%
10988.0
1
<0.1%
11088.0
1
<0.1%
11200.0
1
<0.1%
11225.0
1
<0.1%
11275.0
2
<0.1%
11300.0
2
<0.1%
11450.0
1
<0.1%
11463.0
2
<0.1%
11475.0
1
<0.1%
11600.0
1
<0.1%
LARGEST VALUES
26325.0
2
<0.1%
26300.0
1
<0.1%
26275.0
1
<0.1%
26225.0
3
<0.1%
26200.0
2
<0.1%
26175.0
2
<0.1%
26150.0
4
<0.1%
26125.0
3
<0.1%
26100.0
1
<0.1%
26050.0
3
<0.1%
26038.0
2
<0.1%
26025.0
2
<0.1%
26013.0
1
<0.1%
26000.0
4
<0.1%
25975.0
2
<0.1%
capacity_jwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_jwcd_forecast_lag_24
0.59
Hard coal 1000 generation_lag_168
0.36
co2_price_eur_actual_lag_168
0.33
co2_price_eur_actual_lag_24
0.32
co2_price_pln_actual_lag_168
0.32
co2_price_pln_actual_lag_24
0.31
50HzT_IMP_lag_168
0.27
Gas 500 generation_lag_168
0.26
Hard coal 200 available_lag_168
0.26
Hard coal 500 available_lag_168
0.26
SEPS_EXP_lag_168
-0.24
Lignite 1000 available_lag_168
0.23
50HzT_IMP_lag_24
0.23
Hard coal 500 available_lag_24
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.28
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
23705.0
150
0.6%
21080.0
103
0.4%
22439.0
93
0.4%
21858.0
84
0.3%
22689.0
84
0.3%
21144.0
81
0.3%
22216.0
79
0.3%
21814.0
74
0.3%
22277.0
72
0.3%
21041.0
69
0.3%
24356.0
68
0.3%
24549.0
66
0.3%
21569.0
66
0.3%
20627.0
59
0.2%
21978.0
58
0.2%
SMALLEST VALUES
17649.0
14
<0.1%
18019.0
4
<0.1%
18176.0
12
<0.1%
18240.0
2
<0.1%
18308.0
4
<0.1%
18398.0
2
<0.1%
18428.0
1
<0.1%
18443.0
3
<0.1%
18478.0
2
<0.1%
18488.0
7
<0.1%
18508.0
7
<0.1%
18566.0
2
<0.1%
18649.0
6
<0.1%
18678.0
2
<0.1%
18822.0
12
<0.1%
LARGEST VALUES
25715.0
24
<0.1%
25697.0
24
<0.1%
25459.0
39
0.1%
25374.0
11
<0.1%
25337.0
9
<0.1%
25324.0
18
<0.1%
25312.0
1
<0.1%
25303.0
2
<0.1%
25299.0
15
<0.1%
25278.0
8
<0.1%
25172.0
14
<0.1%
25160.0
1
<0.1%
25155.0
1
<0.1%
25153.0
1
<0.1%
25136.0
1
<0.1%
capacity_njwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_168
1.00
generation_njwcd_actual_lag_168
0.97
generation_wind_forecast_lag_168
0.84
generation_wind_actual_lag_168
0.81
capacity_njwcd_forecast_lag_24
0.64
generation_njwcd_actual_lag_24
0.64
generation_njwcd_forecast_lag_24
0.64
Gas 200 generation_lag_168
0.58
Gas 200 generation_lag_24
0.57
Hard coal 100 generation_lag_24
0.55
Hard coal 100 generation_lag_168
0.53
Lignite 200 available_lag_168
0.45
Lignite 200 available_lag_24
0.44
price_lag_168
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4531.0
13
<0.1%
5182.0
13
<0.1%
5468.0
13
<0.1%
7298.0
12
<0.1%
7194.0
12
<0.1%
7280.0
12
<0.1%
7411.0
12
<0.1%
7400.0
12
<0.1%
7579.0
12
<0.1%
5251.0
12
<0.1%
5411.0
12
<0.1%
4241.0
12
<0.1%
4339.0
12
<0.1%
5635.0
12
<0.1%
6424.0
12
<0.1%
SMALLEST VALUES
3524.0
1
<0.1%
3543.0
1
<0.1%
3546.0
1
<0.1%
3555.0
1
<0.1%
3559.0
1
<0.1%
3562.0
1
<0.1%
3564.0
1
<0.1%
3579.0
1
<0.1%
3587.0
1
<0.1%
3604.0
1
<0.1%
3645.0
1
<0.1%
3658.0
1
<0.1%
3695.0
1
<0.1%
3702.0
1
<0.1%
3709.0
1
<0.1%
LARGEST VALUES
11983.0
1
<0.1%
11968.0
1
<0.1%
11959.0
1
<0.1%
11955.0
2
<0.1%
11952.0
2
<0.1%
11949.0
1
<0.1%
11937.0
1
<0.1%
11936.0
1
<0.1%
11923.0
1
<0.1%
11922.0
1
<0.1%
11891.0
1
<0.1%
11884.0
2
<0.1%
11883.0
1
<0.1%
11881.0
1
<0.1%
11878.0
1
<0.1%
generation_jwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.93
load_actual_lag_168
0.84
load_forecast_lag_168
0.84
reserve1_forecast_lag_168
0.84
Lignite 200 generation_lag_168
0.73
price_lag_168
0.71
Hard coal 200 generation_lag_168
0.71
forecast_PLN
0.69
Lignite 300 generation_lag_168
0.67
generation_jwcd_forecast_lag_24
0.63
generation_jwcd_actual_lag_24
0.59
load_forecast_lag_24
0.59
reserve1_forecast_lag_24
0.59
load_actual_lag_24
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.42
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16524.0
10
<0.1%
16388.0
10
<0.1%
17138.0
10
<0.1%
17036.0
10
<0.1%
16650.0
9
<0.1%
11270.0
9
<0.1%
11901.0
9
<0.1%
17709.0
9
<0.1%
10955.0
9
<0.1%
14207.0
9
<0.1%
16286.0
9
<0.1%
15795.0
9
<0.1%
16083.0
9
<0.1%
16563.0
9
<0.1%
11530.0
9
<0.1%
SMALLEST VALUES
2676.0
1
<0.1%
2912.0
1
<0.1%
2949.0
1
<0.1%
2962.0
1
<0.1%
3017.0
1
<0.1%
3079.0
1
<0.1%
3130.0
1
<0.1%
3135.0
1
<0.1%
3393.0
1
<0.1%
3397.0
1
<0.1%
3448.0
1
<0.1%
3480.0
1
<0.1%
3496.0
1
<0.1%
3521.0
1
<0.1%
3539.0
1
<0.1%
LARGEST VALUES
20660.0
1
<0.1%
20520.0
1
<0.1%
20497.0
1
<0.1%
20472.0
1
<0.1%
20347.0
1
<0.1%
20258.0
1
<0.1%
20226.0
1
<0.1%
20199.0
1
<0.1%
20120.0
1
<0.1%
20090.0
1
<0.1%
20075.0
1
<0.1%
20073.0
1
<0.1%
20071.0
1
<0.1%
20049.0
1
<0.1%
20033.0
1
<0.1%
generation_njwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_njwcd_forecast_lag_168
1.00
generation_njwcd_actual_lag_168
0.97
generation_wind_forecast_lag_168
0.84
generation_wind_actual_lag_168
0.81
generation_njwcd_actual_lag_24
0.65
generation_njwcd_forecast_lag_24
0.65
capacity_njwcd_forecast_lag_24
0.64
Gas 200 generation_lag_168
0.59
Gas 200 generation_lag_24
0.58
Hard coal 100 generation_lag_24
0.55
Hard coal 100 generation_lag_168
0.53
Lignite 200 available_lag_168
0.45
Lignite 200 available_lag_24
0.44
SEPS_EXP_lag_168
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4410.0
16
<0.1%
6786.0
14
<0.1%
4189.0
14
<0.1%
5892.0
13
<0.1%
3630.0
13
<0.1%
4889.0
13
<0.1%
3481.0
13
<0.1%
5959.0
13
<0.1%
6591.0
13
<0.1%
3611.0
13
<0.1%
4078.0
12
<0.1%
5867.0
12
<0.1%
3726.0
12
<0.1%
4006.0
12
<0.1%
6648.0
12
<0.1%
SMALLEST VALUES
2691.0
1
<0.1%
2695.0
2
<0.1%
2703.0
1
<0.1%
2714.0
1
<0.1%
2724.0
1
<0.1%
2742.0
1
<0.1%
2753.0
1
<0.1%
2767.0
1
<0.1%
2775.0
1
<0.1%
2782.0
1
<0.1%
2786.0
1
<0.1%
2794.0
1
<0.1%
2808.0
1
<0.1%
2811.0
1
<0.1%
2823.0
1
<0.1%
LARGEST VALUES
11239.0
1
<0.1%
11223.0
1
<0.1%
11209.0
1
<0.1%
11155.0
1
<0.1%
11125.0
1
<0.1%
11113.0
1
<0.1%
11007.0
1
<0.1%
10996.0
1
<0.1%
10987.0
1
<0.1%
10982.0
1
<0.1%
10980.0
1
<0.1%
10978.0
1
<0.1%
10977.0
1
<0.1%
10974.0
1
<0.1%
10954.0
1
<0.1%
generation_wind_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_actual_lag_168
0.95
capacity_njwcd_forecast_lag_168
0.84
generation_njwcd_forecast_lag_168
0.84
generation_njwcd_actual_lag_168
0.79
generation_jwcd_forecast_lag_168
-0.39
price_lag_168
-0.37
generation_jwcd_actual_lag_168
-0.35
SEPS_EXP_lag_168
-0.34
CEPS_EXP_lag_168
-0.33
capacity_njwcd_forecast_lag_24
0.31
generation_njwcd_forecast_lag_24
0.31
generation_njwcd_actual_lag_24
0.31
crossborder_sync_balance_actual_lag_168
-0.28
Lignite 200 generation_lag_168
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
500.0
26
<0.1%
449.0
26
<0.1%
282.0
26
<0.1%
695.0
26
<0.1%
288.0
25
<0.1%
429.0
24
<0.1%
590.0
24
<0.1%
380.0
23
<0.1%
388.0
22
<0.1%
427.0
22
<0.1%
392.0
22
<0.1%
312.0
22
<0.1%
238.0
22
<0.1%
353.0
22
<0.1%
484.0
21
<0.1%
SMALLEST VALUES
18.0
1
<0.1%
19.0
1
<0.1%
20.0
1
<0.1%
23.0
3
<0.1%
24.0
1
<0.1%
25.0
1
<0.1%
27.0
1
<0.1%
29.0
1
<0.1%
30.0
1
<0.1%
32.0
2
<0.1%
33.0
1
<0.1%
34.0
1
<0.1%
35.0
2
<0.1%
37.0
3
<0.1%
38.0
1
<0.1%
LARGEST VALUES
5490.0
1
<0.1%
5475.0
1
<0.1%
5474.0
2
<0.1%
5472.0
1
<0.1%
5470.0
1
<0.1%
5467.0
1
<0.1%
5456.0
1
<0.1%
5454.0
1
<0.1%
5452.0
1
<0.1%
5448.0
1
<0.1%
5440.0
1
<0.1%
5428.0
1
<0.1%
5418.0
1
<0.1%
5416.0
1
<0.1%
5411.0
1
<0.1%
generation_solar_forecast_lag_168
MISSING:
19,920
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_solar_actual_lag_168
0.97
generation_solar_forecast_lag_24
0.93
generation_solar_actual_lag_24
0.90
Hard coal 1000 generation_lag_24
0.38
generation_jwcd_forecast_lag_24
0.33
Hard coal 1000 generation_lag_168
0.33
load_forecast_lag_24
0.32
reserve1_forecast_lag_24
0.31
load_actual_lag_24
0.31
generation_jwcd_actual_lag_24
0.31
Lignite 500 generation_lag_24
0.30
load_forecast_lag_168
0.29
reserve1_forecast_lag_168
0.29
generation_jwcd_forecast_lag_168
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,663
42.8%
1.0
86
1.4%
2.0
53
0.9%
3.0
43
0.7%
6.0
38
0.6%
4.0
33
0.5%
5.0
28
0.5%
7.0
14
0.2%
41.0
14
0.2%
9.0
14
0.2%
37.0
11
0.2%
18.0
11
0.2%
8.0
11
0.2%
45.0
11
0.2%
10.0
11
0.2%
SMALLEST VALUES
0.0
2,663
42.8%
1.0
86
1.4%
2.0
53
0.9%
3.0
43
0.7%
4.0
33
0.5%
5.0
28
0.5%
6.0
38
0.6%
7.0
14
0.2%
8.0
11
0.2%
9.0
14
0.2%
10.0
11
0.2%
11.0
7
0.1%
12.0
10
0.2%
13.0
7
0.1%
14.0
7
0.1%
LARGEST VALUES
1498.0
1
<0.1%
1497.0
1
<0.1%
1480.0
1
<0.1%
1470.0
1
<0.1%
1452.0
1
<0.1%
1443.0
1
<0.1%
1440.0
1
<0.1%
1424.0
1
<0.1%
1415.0
1
<0.1%
1403.0
1
<0.1%
1399.0
1
<0.1%
1395.0
1
<0.1%
1391.0
1
<0.1%
1390.0
1
<0.1%
1379.0
1
<0.1%
reserve1_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_168
1.00
load_actual_lag_168
0.99
generation_jwcd_forecast_lag_168
0.84
generation_jwcd_actual_lag_168
0.78
load_forecast_lag_24
0.73
reserve1_forecast_lag_24
0.73
load_actual_lag_24
0.72
Hard coal 200 generation_lag_168
0.67
Lignite 200 generation_lag_168
0.65
forecast_PLN
0.61
Lignite 300 generation_lag_168
0.60
generation_jwcd_forecast_lag_24
0.56
price_lag_168
0.52
generation_jwcd_actual_lag_24
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1967.0
54
0.2%
1985.0
53
0.2%
1935.0
53
0.2%
1951.0
52
0.2%
1926.0
51
0.2%
1931.0
49
0.2%
1431.0
49
0.2%
1526.0
47
0.2%
1458.0
47
0.2%
1427.0
47
0.2%
1412.0
46
0.2%
1504.0
46
0.2%
1911.0
46
0.2%
1904.0
46
0.2%
1906.0
46
0.2%
SMALLEST VALUES
937.0
1
<0.1%
946.0
1
<0.1%
970.0
1
<0.1%
972.0
1
<0.1%
983.0
1
<0.1%
987.0
1
<0.1%
996.0
1
<0.1%
1005.0
1
<0.1%
1008.0
1
<0.1%
1013.0
2
<0.1%
1015.0
2
<0.1%
1028.0
1
<0.1%
1029.0
2
<0.1%
1031.0
1
<0.1%
1042.0
2
<0.1%
LARGEST VALUES
2372.0
2
<0.1%
2368.0
1
<0.1%
2363.0
2
<0.1%
2361.0
1
<0.1%
2359.0
2
<0.1%
2357.0
2
<0.1%
2355.0
1
<0.1%
2354.0
3
<0.1%
2353.0
1
<0.1%
2352.0
4
<0.1%
2345.0
3
<0.1%
2344.0
3
<0.1%
2343.0
3
<0.1%
2342.0
1
<0.1%
2340.0
2
<0.1%
reserve2_forecast_lag_168
MISSING:
---
TOP CATEGORIES
-500.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
reserve2_forecast_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON reserve2_forecast_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
reserve2_forecast_lag_168
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_168
0.99
reserve1_forecast_lag_168
0.99
generation_jwcd_forecast_lag_168
0.84
generation_jwcd_actual_lag_168
0.81
load_forecast_lag_24
0.72
reserve1_forecast_lag_24
0.72
load_actual_lag_24
0.72
Hard coal 200 generation_lag_168
0.69
Lignite 200 generation_lag_168
0.67
forecast_PLN
0.63
Lignite 300 generation_lag_168
0.61
generation_jwcd_forecast_lag_24
0.56
price_lag_168
0.54
generation_jwcd_actual_lag_24
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16501.938000000002
3
<0.1%
21671.75
3
<0.1%
19261.438000000002
3
<0.1%
22305.063
3
<0.1%
18035.9
3
<0.1%
21012.3
3
<0.1%
15914.713
3
<0.1%
16812.013
3
<0.1%
21590.075
3
<0.1%
17933.988
3
<0.1%
17774.913
3
<0.1%
19277.325
2
<0.1%
24987.45
2
<0.1%
17589.5
2
<0.1%
17108.138
2
<0.1%
SMALLEST VALUES
10768.725
1
<0.1%
10810.888
1
<0.1%
10833.263
1
<0.1%
10903.388
1
<0.1%
10994.525
1
<0.1%
11159.975
1
<0.1%
11169.425
1
<0.1%
11229.175
1
<0.1%
11312.425
1
<0.1%
11337.775
1
<0.1%
11347.113000000001
1
<0.1%
11399.638
1
<0.1%
11458.4
1
<0.1%
11481.363000000001
1
<0.1%
11591.288
1
<0.1%
LARGEST VALUES
26532.362999999998
1
<0.1%
26532.275
1
<0.1%
26477.188
1
<0.1%
26297.15
1
<0.1%
26258.175
1
<0.1%
26220.7
1
<0.1%
26173.525
1
<0.1%
26135.575
1
<0.1%
26127.438
1
<0.1%
26126.487999999998
1
<0.1%
26121.938
1
<0.1%
26114.737999999998
1
<0.1%
26112.862999999998
1
<0.1%
26100.237999999998
1
<0.1%
26084.588
1
<0.1%
generation_jwcd_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_forecast_lag_168
0.93
Hard coal 200 generation_lag_168
0.83
Lignite 200 generation_lag_168
0.81
load_actual_lag_168
0.81
load_forecast_lag_168
0.78
reserve1_forecast_lag_168
0.78
price_lag_168
0.74
Lignite 300 generation_lag_168
0.73
forecast_PLN
0.72
Hard coal 300 generation_lag_168
0.66
price
0.59
generation_jwcd_actual_lag_24
0.59
generation_jwcd_forecast_lag_24
0.56
Lignite 500 generation_lag_168
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.47
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
9697.113000000001
3
<0.1%
9989.025
3
<0.1%
12283.65
3
<0.1%
9594.163
3
<0.1%
15013.163
2
<0.1%
9881.65
2
<0.1%
10760.763
2
<0.1%
15347.963
2
<0.1%
15202.563
2
<0.1%
12961.738000000001
2
<0.1%
14878.213
2
<0.1%
9705.288
2
<0.1%
8323.9
2
<0.1%
8695.338
2
<0.1%
15453.738000000001
2
<0.1%
SMALLEST VALUES
5029.7
1
<0.1%
5038.763
1
<0.1%
5042.863
1
<0.1%
5082.513
1
<0.1%
5086.238
1
<0.1%
5100.95
1
<0.1%
5127.038
1
<0.1%
5142.675
1
<0.1%
5155.038
1
<0.1%
5157.813
1
<0.1%
5161.05
1
<0.1%
5173.213
1
<0.1%
5187.35
1
<0.1%
5210.613
1
<0.1%
5233.025
1
<0.1%
LARGEST VALUES
19038.288
1
<0.1%
18984.938000000002
1
<0.1%
18947.25
1
<0.1%
18923.913
1
<0.1%
18760.488
1
<0.1%
18621.088
1
<0.1%
18595.713
1
<0.1%
18575.075
1
<0.1%
18556.75
1
<0.1%
18548.375
1
<0.1%
18542.788
1
<0.1%
18540.313000000002
1
<0.1%
18519.8
1
<0.1%
18518.588
1
<0.1%
18502.963
1
<0.1%
generation_pi_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 200 generation_lag_168
0.65
generation_pi_actual_lag_24
0.64
generation_jwcd_forecast_lag_168
0.53
load_forecast_lag_168
0.51
reserve1_forecast_lag_168
0.51
load_actual_lag_168
0.50
load_forecast_lag_24
0.49
reserve1_forecast_lag_24
0.49
HPS 100 generation_lag_168
0.49
generation_jwcd_forecast_lag_24
0.49
load_actual_lag_24
0.48
forecast_PLN
0.41
generation_jwcd_actual_lag_168
0.39
crossborder_async_balance_actual_lag_168
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
-6.675
35
0.1%
-7.4
31
0.1%
-6.938
31
0.1%
-6.825
30
0.1%
-6.65
29
0.1%
-6.85
29
0.1%
-6.725
28
0.1%
-6.95
28
0.1%
-6.5
28
0.1%
-6.925
27
0.1%
-7.325
26
<0.1%
-6.575
26
<0.1%
-7.287999999999999
26
<0.1%
-6.462999999999999
26
<0.1%
-6.6129999999999995
26
<0.1%
SMALLEST VALUES
-1530.713
1
<0.1%
-1523.425
1
<0.1%
-1522.175
1
<0.1%
-1515.5
1
<0.1%
-1515.4129999999998
1
<0.1%
-1503.9379999999999
1
<0.1%
-1490.05
1
<0.1%
-1485.55
1
<0.1%
-1480.5629999999999
1
<0.1%
-1478.4379999999999
1
<0.1%
-1478.125
1
<0.1%
-1468.125
1
<0.1%
-1462.263
1
<0.1%
-1462.013
1
<0.1%
-1459.95
1
<0.1%
LARGEST VALUES
1272.275
1
<0.1%
1170.9
1
<0.1%
1139.7
1
<0.1%
1136.05
1
<0.1%
1114.788
1
<0.1%
1104.45
1
<0.1%
1089.288
1
<0.1%
1083.7
1
<0.1%
1074.663
1
<0.1%
1073.013
1
<0.1%
1072.113
1
<0.1%
1063.55
1
<0.1%
1061.888
1
<0.1%
1061.488
1
<0.1%
1060.8
1
<0.1%
generation_irz_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_168
0.42
generation_irz_actual_lag_24
0.37
Hard coal 300 generation_lag_168
0.36
co2_price_pln_actual_lag_168
-0.34
co2_price_eur_actual_lag_168
-0.33
co2_price_pln_actual_lag_24
-0.33
co2_price_eur_actual_lag_24
-0.32
generation_jwcd_actual_lag_168
0.31
Lignite 300 generation_lag_168
0.31
Lignite 200 generation_lag_168
0.29
Hard coal 300 generation_lag_24
0.28
Hard coal 200 generation_lag_24
0.26
generation_jwcd_forecast_lag_168
0.26
Lignite 300 generation_lag_24
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.20
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
15,924
60.9%
86.8
144
0.6%
109.75
91
0.3%
110.0
91
0.3%
109.5
90
0.3%
109.25
88
0.3%
109.0
85
0.3%
109.625
81
0.3%
109.375
80
0.3%
109.125
69
0.3%
70.263
59
0.2%
109.875
52
0.2%
70.138
49
0.2%
70.225
47
0.2%
70.188
46
0.2%
SMALLEST VALUES
-1.675
1
<0.1%
0.0
15,924
60.9%
0.375
1
<0.1%
0.46299999999999997
1
<0.1%
0.5
1
<0.1%
0.563
1
<0.1%
0.713
2
<0.1%
0.95
1
<0.1%
0.963
1
<0.1%
1.0
1
<0.1%
1.1
1
<0.1%
1.175
1
<0.1%
1.3630000000000002
1
<0.1%
1.675
1
<0.1%
1.75
1
<0.1%
LARGEST VALUES
673.15
1
<0.1%
651.2130000000001
1
<0.1%
648.788
1
<0.1%
634.188
1
<0.1%
609.325
1
<0.1%
588.988
1
<0.1%
570.2
1
<0.1%
545.288
1
<0.1%
536.75
1
<0.1%
535.5880000000001
1
<0.1%
533.113
1
<0.1%
530.163
1
<0.1%
522.425
1
<0.1%
517.9630000000001
1
<0.1%
514.763
1
<0.1%
generation_njwcd_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_168
0.97
capacity_njwcd_forecast_lag_168
0.97
generation_wind_actual_lag_168
0.82
generation_wind_forecast_lag_168
0.79
generation_njwcd_actual_lag_24
0.66
generation_njwcd_forecast_lag_24
0.66
capacity_njwcd_forecast_lag_24
0.65
Gas 200 generation_lag_168
0.61
Gas 200 generation_lag_24
0.59
Hard coal 100 generation_lag_24
0.57
Hard coal 100 generation_lag_168
0.55
Lignite 200 available_lag_168
0.46
Lignite 200 available_lag_24
0.45
SEPS_EXP_lag_168
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
6383.1
4
<0.1%
4604.875
3
<0.1%
4955.113
3
<0.1%
4423.838
3
<0.1%
4521.275
3
<0.1%
5366.225
3
<0.1%
4009.2
3
<0.1%
3468.275
3
<0.1%
6959.15
3
<0.1%
4696.763
3
<0.1%
7075.4
2
<0.1%
6170.15
2
<0.1%
4771.75
2
<0.1%
4989.35
2
<0.1%
3569.238
2
<0.1%
SMALLEST VALUES
2726.575
1
<0.1%
2746.775
1
<0.1%
2770.913
1
<0.1%
2772.663
1
<0.1%
2780.275
1
<0.1%
2782.6
1
<0.1%
2792.038
1
<0.1%
2824.3
1
<0.1%
2825.775
1
<0.1%
2841.55
1
<0.1%
2843.788
1
<0.1%
2844.4629999999997
1
<0.1%
2845.363
1
<0.1%
2853.113
1
<0.1%
2854.425
1
<0.1%
LARGEST VALUES
11201.05
1
<0.1%
11179.9
1
<0.1%
11168.775
1
<0.1%
11115.788
1
<0.1%
11115.575
1
<0.1%
11087.463
1
<0.1%
11051.7
1
<0.1%
11034.875
1
<0.1%
11030.25
1
<0.1%
11027.313
1
<0.1%
11016.738000000001
1
<0.1%
11013.238000000001
1
<0.1%
11012.063
1
<0.1%
11010.975
1
<0.1%
11009.975
1
<0.1%
crossborder_sync_balance_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_168
0.70
CEPS_IMP_lag_168
0.64
SEPS_EXP_lag_168
0.62
crossborder_sync_balance_actual_lag_24
0.52
50HzT_IMP_lag_168
0.47
crossborder_async_balance_actual_lag_168
0.42
CEPS_IMP_lag_24
0.40
Hard coal 1000 generation_lag_168
0.37
Hard coal 1000 generation_lag_24
0.35
crossborder_async_balance_actual_lag_24
0.35
generation_jwcd_forecast_lag_168
0.34
LIT_IMP_lag_168
0.33
SVK_IMP_lag_168
0.33
Hard coal 500 generation_lag_24
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
2.563
4
<0.1%
298.55
4
<0.1%
441.68800000000005
4
<0.1%
455.55
4
<0.1%
462.36300000000006
4
<0.1%
500.5
4
<0.1%
227.275
3
<0.1%
53.888000000000005
3
<0.1%
465.663
3
<0.1%
317.9
3
<0.1%
13.675
3
<0.1%
472.4
3
<0.1%
512.6
3
<0.1%
482.025
3
<0.1%
506.775
3
<0.1%
SMALLEST VALUES
-2060.25
1
<0.1%
-2015.475
1
<0.1%
-1881.1879999999999
1
<0.1%
-1835.6129999999998
1
<0.1%
-1823.025
1
<0.1%
-1812.9379999999999
1
<0.1%
-1787.975
1
<0.1%
-1778.775
1
<0.1%
-1773.7
1
<0.1%
-1763.85
1
<0.1%
-1757.3
1
<0.1%
-1756.575
1
<0.1%
-1749.4379999999999
1
<0.1%
-1727.888
1
<0.1%
-1719.838
1
<0.1%
LARGEST VALUES
2106.7
1
<0.1%
2048.813
1
<0.1%
2019.3629999999998
1
<0.1%
2006.625
1
<0.1%
2002.425
1
<0.1%
1998.2879999999998
1
<0.1%
1973.625
1
<0.1%
1972.7379999999998
1
<0.1%
1969.1879999999999
1
<0.1%
1966.15
1
<0.1%
1964.963
1
<0.1%
1961.15
1
<0.1%
1954.725
1
<0.1%
1952.838
1
<0.1%
1940.25
1
<0.1%
crossborder_async_balance_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SVK_IMP_lag_168
0.79
LIT_IMP_lag_168
0.76
LIT_EXP_lag_168
0.69
SVK_EXP_lag_168
0.63
crossborder_async_balance_actual_lag_24
0.53
generation_jwcd_forecast_lag_168
0.53
load_forecast_lag_168
0.47
reserve1_forecast_lag_168
0.47
load_actual_lag_168
0.46
crossborder_sync_balance_actual_lag_168
0.42
LIT_IMP_lag_24
0.41
SVK_IMP_lag_24
0.40
load_forecast_lag_24
0.40
reserve1_forecast_lag_24
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.14
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
769.888
5
<0.1%
1297.113
5
<0.1%
1264.475
5
<0.1%
1342.2
5
<0.1%
1282.363
5
<0.1%
1269.088
5
<0.1%
1256.163
5
<0.1%
1283.175
4
<0.1%
1332.8
4
<0.1%
1316.5
4
<0.1%
1156.625
4
<0.1%
1282.775
4
<0.1%
713.5880000000001
4
<0.1%
1274.213
4
<0.1%
1271.713
4
<0.1%
SMALLEST VALUES
-1059.913
1
<0.1%
-991.375
1
<0.1%
-987.813
1
<0.1%
-978.9
1
<0.1%
-967.575
1
<0.1%
-959.813
1
<0.1%
-955.05
1
<0.1%
-948.3
1
<0.1%
-942.638
1
<0.1%
-938.225
1
<0.1%
-937.8
1
<0.1%
-936.35
1
<0.1%
-934.138
1
<0.1%
-933.95
1
<0.1%
-931.5880000000001
1
<0.1%
LARGEST VALUES
1383.713
1
<0.1%
1377.55
1
<0.1%
1377.5379999999998
1
<0.1%
1377.5
1
<0.1%
1377.0629999999999
1
<0.1%
1377.0379999999998
1
<0.1%
1376.175
1
<0.1%
1376.025
1
<0.1%
1375.95
1
<0.1%
1375.763
1
<0.1%
1375.6879999999999
1
<0.1%
1375.1629999999998
1
<0.1%
1374.925
1
<0.1%
1374.8
1
<0.1%
1374.675
3
<0.1%
CEPS_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_168
0.70
SEPS_EXP_lag_168
0.65
CEPS_IMP_lag_168
0.48
generation_jwcd_forecast_lag_168
0.37
generation_wind_actual_lag_168
-0.36
CEPS_EXP_lag_24
0.34
generation_wind_forecast_lag_168
-0.33
crossborder_sync_balance_actual_lag_24
0.32
crossborder_async_balance_actual_lag_168
0.31
SEPS_EXP_lag_24
0.31
generation_njwcd_actual_lag_168
-0.31
generation_pi_actual_lag_168
0.30
capacity_njwcd_forecast_lag_168
-0.30
generation_njwcd_forecast_lag_168
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
244
0.9%
-0.2
23
<0.1%
-204.4
20
<0.1%
-0.4
19
<0.1%
-187.2
19
<0.1%
-174.2
18
<0.1%
-185.4
18
<0.1%
-162.0
17
<0.1%
-188.4
16
<0.1%
-184.4
16
<0.1%
-222.6
15
<0.1%
-238.2
15
<0.1%
-168.0
15
<0.1%
-209.6
15
<0.1%
-205.6
15
<0.1%
SMALLEST VALUES
-1786.7
1
<0.1%
-1749.6
1
<0.1%
-1739.1
1
<0.1%
-1732.2
1
<0.1%
-1710.7
1
<0.1%
-1710.0
1
<0.1%
-1703.6
1
<0.1%
-1692.0
1
<0.1%
-1671.41
1
<0.1%
-1670.6
1
<0.1%
-1665.4
1
<0.1%
-1659.2
1
<0.1%
-1656.65
1
<0.1%
-1639.8
1
<0.1%
-1639.0
1
<0.1%
LARGEST VALUES
0.0
244
0.9%
-0.01
1
<0.1%
-0.1
3
<0.1%
-0.2
23
<0.1%
-0.3
4
<0.1%
-0.4
19
<0.1%
-0.6
12
<0.1%
-0.7
1
<0.1%
-0.8
10
<0.1%
-0.9
2
<0.1%
-1.0
7
<0.1%
-1.2
6
<0.1%
-1.3
1
<0.1%
-1.4
5
<0.1%
-1.5
2
<0.1%
CEPS_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_168
0.64
SEPS_EXP_lag_168
0.49
CEPS_EXP_lag_168
0.48
CEPS_IMP_lag_24
0.46
crossborder_sync_balance_actual_lag_24
0.38
SEPS_IMP_lag_168
0.37
Hard coal 200 available_lag_168
-0.32
Hard coal 200 available_lag_24
-0.32
Hard coal 500 generation_lag_24
0.27
Hard coal 1000 generation_lag_168
0.26
SEPS_EXP_lag_24
0.25
Hard coal 1000 generation_lag_24
0.24
crossborder_async_balance_actual_lag_168
0.24
Hard coal 500 generation_lag_168
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,929
22.7%
0.2
397
1.5%
0.4
179
0.7%
0.6
165
0.6%
0.8
150
0.6%
1.0
111
0.4%
1.4
103
0.4%
1.2
98
0.4%
1.6
91
0.3%
2.4
80
0.3%
2.0
80
0.3%
1.8
76
0.3%
3.6
74
0.3%
2.8
72
0.3%
2.2
72
0.3%
SMALLEST VALUES
0.0
5,929
22.7%
0.01
1
<0.1%
0.02
1
<0.1%
0.1
47
0.2%
0.15
1
<0.1%
0.2
397
1.5%
0.27
1
<0.1%
0.29
1
<0.1%
0.3
16
<0.1%
0.31
1
<0.1%
0.33
1
<0.1%
0.4
179
0.7%
0.48
1
<0.1%
0.5
10
<0.1%
0.6
165
0.6%
LARGEST VALUES
940.0
1
<0.1%
927.8
1
<0.1%
896.9
1
<0.1%
894.3
1
<0.1%
889.1
1
<0.1%
887.6
1
<0.1%
843.4
1
<0.1%
836.1
1
<0.1%
828.9
1
<0.1%
822.6
1
<0.1%
821.4
1
<0.1%
819.1
1
<0.1%
815.7
1
<0.1%
814.0
1
<0.1%
813.4
1
<0.1%
SEPS_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_168
0.65
crossborder_sync_balance_actual_lag_168
0.62
CEPS_IMP_lag_168
0.49
SEPS_EXP_lag_24
0.45
generation_njwcd_actual_lag_168
-0.36
generation_wind_actual_lag_168
-0.36
generation_njwcd_forecast_lag_168
-0.35
capacity_njwcd_forecast_lag_168
-0.35
generation_wind_forecast_lag_168
-0.34
SEPS_IMP_lag_168
0.30
crossborder_sync_balance_actual_lag_24
0.30
CEPS_EXP_lag_24
0.26
CEPS_IMP_lag_24
0.25
50HzT_IMP_lag_168
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,058
4.0%
-0.1
35
0.1%
-0.2
32
0.1%
-0.4
23
<0.1%
-0.3
20
<0.1%
-1.2
14
<0.1%
-1.3
13
<0.1%
-543.5
12
<0.1%
-1.4
12
<0.1%
-0.6
12
<0.1%
-272.6
12
<0.1%
-0.8
12
<0.1%
-307.9
11
<0.1%
-411.3
11
<0.1%
-332.5
11
<0.1%
SMALLEST VALUES
-1236.7
1
<0.1%
-1227.3
1
<0.1%
-1216.8
1
<0.1%
-1192.3
1
<0.1%
-1187.5
1
<0.1%
-1165.4
1
<0.1%
-1159.2
1
<0.1%
-1158.6
1
<0.1%
-1157.8
1
<0.1%
-1155.6
1
<0.1%
-1145.5
1
<0.1%
-1130.3
1
<0.1%
-1127.4
1
<0.1%
-1117.2
1
<0.1%
-1116.9
1
<0.1%
LARGEST VALUES
0.0
1,058
4.0%
-0.1
35
0.1%
-0.2
32
0.1%
-0.3
20
<0.1%
-0.4
23
<0.1%
-0.5
11
<0.1%
-0.6
12
<0.1%
-0.7
10
<0.1%
-0.8
12
<0.1%
-0.9
9
<0.1%
-1.0
11
<0.1%
-1.1
11
<0.1%
-1.2
14
<0.1%
-1.3
13
<0.1%
-1.4
12
<0.1%
SEPS_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_IMP_lag_168
0.37
SEPS_EXP_lag_168
0.30
crossborder_sync_balance_actual_lag_168
0.25
CEPS_EXP_lag_168
0.18
Hard coal 200 available_lag_168
-0.16
CEPS_IMP_lag_24
0.16
Hard coal 200 available_lag_24
-0.15
50HzT_EXP_lag_168
-0.15
Gas 500 available_lag_168
-0.14
SEPS_EXP_lag_24
0.14
SEPS_IMP_lag_24
0.13
Gas 500 available_lag_24
-0.13
crossborder_sync_balance_actual_lag_24
0.12
Hard coal 500 generation_lag_24
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
23,576
90.2%
0.1
95
0.4%
0.2
91
0.3%
0.4
56
0.2%
0.3
46
0.2%
0.5
38
0.1%
0.6
32
0.1%
0.8
30
0.1%
0.7
27
0.1%
1.1
23
<0.1%
1.0
23
<0.1%
0.9
21
<0.1%
1.2
19
<0.1%
1.4
18
<0.1%
1.7
18
<0.1%
SMALLEST VALUES
0.0
23,576
90.2%
0.1
95
0.4%
0.2
91
0.3%
0.3
46
0.2%
0.4
56
0.2%
0.5
38
0.1%
0.6
32
0.1%
0.7
27
0.1%
0.8
30
0.1%
0.9
21
<0.1%
1.0
23
<0.1%
1.1
23
<0.1%
1.2
19
<0.1%
1.3
13
<0.1%
1.4
18
<0.1%
LARGEST VALUES
505.3
1
<0.1%
481.3
1
<0.1%
452.8
1
<0.1%
445.3
1
<0.1%
435.9
1
<0.1%
428.2
1
<0.1%
421.1
1
<0.1%
420.1
1
<0.1%
409.0
1
<0.1%
407.8
1
<0.1%
397.4
1
<0.1%
393.8
1
<0.1%
385.3
1
<0.1%
373.5
1
<0.1%
363.5
1
<0.1%
50HzT_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
50HzT_IMP_lag_168
0.18
SEPS_IMP_lag_168
-0.15
generation_jwcd_forecast_lag_168
0.11
crossborder_sync_balance_actual_lag_168
0.11
SVK_EXP_lag_168
0.10
load_actual_lag_168
0.10
load_forecast_lag_168
0.09
reserve1_forecast_lag_168
0.09
generation_jwcd_actual_lag_168
0.09
crossborder_async_balance_actual_lag_168
0.09
price_lag_168
0.08
LIT_EXP_lag_168
0.08
generation_jwcd_forecast_lag_24
0.07
load_actual_lag_24
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
25,585
97.9%
-0.15
22
<0.1%
-0.3
19
<0.1%
-0.2
16
<0.1%
-0.6
12
<0.1%
-0.1
11
<0.1%
-0.9
11
<0.1%
-1.2
8
<0.1%
-0.75
6
<0.1%
-3.0
5
<0.1%
-0.8
5
<0.1%
-1.8
5
<0.1%
-0.5
4
<0.1%
-2.7
4
<0.1%
-6.0
4
<0.1%
SMALLEST VALUES
-741.15
1
<0.1%
-656.7
1
<0.1%
-656.55
1
<0.1%
-655.8
1
<0.1%
-643.3
1
<0.1%
-635.25
1
<0.1%
-634.1
1
<0.1%
-631.35
1
<0.1%
-628.95
1
<0.1%
-627.6
1
<0.1%
-625.2
1
<0.1%
-621.6
1
<0.1%
-619.95
1
<0.1%
-598.35
1
<0.1%
-590.4
1
<0.1%
LARGEST VALUES
0.0
25,585
97.9%
-0.02
1
<0.1%
-0.1
11
<0.1%
-0.15
22
<0.1%
-0.2
16
<0.1%
-0.3
19
<0.1%
-0.4
4
<0.1%
-0.45
2
<0.1%
-0.5
4
<0.1%
-0.6
12
<0.1%
-0.7
2
<0.1%
-0.75
6
<0.1%
-0.8
5
<0.1%
-0.9
11
<0.1%
-1.05
2
<0.1%
50HzT_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_168
0.47
50HzT_IMP_lag_24
0.43
co2_price_pln_actual_lag_24
0.43
co2_price_pln_actual_lag_168
0.42
co2_price_eur_actual_lag_24
0.42
co2_price_eur_actual_lag_168
0.41
Hard coal 1000 generation_lag_24
0.37
Hard coal 500 available_lag_24
0.35
Hard coal 1000 generation_lag_168
0.35
Hard coal 500 available_lag_168
0.33
capacity_jwcd_forecast_lag_24
0.31
Gas 500 generation_lag_24
0.30
Hard coal 500 generation_lag_24
0.29
crossborder_sync_balance_actual_lag_24
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
412
1.6%
946.2
10
<0.1%
1044.45
10
<0.1%
1081.8
10
<0.1%
903.3
9
<0.1%
957.15
9
<0.1%
1170.3
9
<0.1%
938.7
9
<0.1%
777.15
9
<0.1%
706.05
9
<0.1%
1039.65
8
<0.1%
1079.4
8
<0.1%
889.5
8
<0.1%
968.4
8
<0.1%
903.45
8
<0.1%
SMALLEST VALUES
0.0
412
1.6%
0.15
5
<0.1%
0.3
1
<0.1%
0.45
1
<0.1%
0.6
1
<0.1%
0.75
3
<0.1%
0.8
1
<0.1%
1.05
2
<0.1%
1.2
1
<0.1%
1.3
1
<0.1%
1.65
1
<0.1%
2.55
2
<0.1%
2.85
1
<0.1%
3.0
1
<0.1%
3.3
2
<0.1%
LARGEST VALUES
2173.25
1
<0.1%
2163.3
1
<0.1%
2163.1
1
<0.1%
2140.65
1
<0.1%
2139.3
1
<0.1%
2128.7
1
<0.1%
2122.6
1
<0.1%
2121.0
1
<0.1%
2110.75
1
<0.1%
2108.55
1
<0.1%
2106.45
1
<0.1%
2095.5
1
<0.1%
2094.25
1
<0.1%
2093.9
1
<0.1%
2092.3
1
<0.1%
SVK_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.63
LIT_EXP_lag_168
0.55
SVK_EXP_lag_24
0.48
SVK_IMP_lag_168
0.41
crossborder_async_balance_actual_lag_24
0.38
generation_jwcd_forecast_lag_168
0.31
LIT_EXP_lag_24
0.30
LIT_IMP_lag_168
0.28
SVK_IMP_lag_24
0.28
crossborder_sync_balance_actual_lag_168
0.27
crossborder_sync_balance_actual_lag_24
0.24
load_forecast_lag_168
0.23
reserve1_forecast_lag_168
0.23
load_actual_lag_168
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
23,448
89.7%
-298.69
9
<0.1%
-298.65
8
<0.1%
-298.88
8
<0.1%
-298.68
7
<0.1%
-298.93
6
<0.1%
-98.31
6
<0.1%
-298.7
6
<0.1%
-298.91
6
<0.1%
-98.29
5
<0.1%
-298.64
5
<0.1%
-298.87
5
<0.1%
-298.67
5
<0.1%
-98.34
5
<0.1%
-0.01
4
<0.1%
SMALLEST VALUES
-598.19
1
<0.1%
-597.32
1
<0.1%
-596.55
1
<0.1%
-595.74
1
<0.1%
-595.32
1
<0.1%
-595.05
2
<0.1%
-594.78
1
<0.1%
-594.71
1
<0.1%
-594.56
1
<0.1%
-593.73
1
<0.1%
-593.54
1
<0.1%
-593.1
1
<0.1%
-590.92
1
<0.1%
-590.69
1
<0.1%
-588.91
1
<0.1%
LARGEST VALUES
0.0
23,448
89.7%
-0.01
4
<0.1%
-0.02
1
<0.1%
-0.03
1
<0.1%
-0.04
1
<0.1%
-0.08
3
<0.1%
-0.09
1
<0.1%
-0.1
1
<0.1%
-0.11
2
<0.1%
-0.12
2
<0.1%
-0.16
1
<0.1%
-0.18
2
<0.1%
-0.19
1
<0.1%
-0.21
2
<0.1%
-0.24
1
<0.1%
SVK_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.79
generation_jwcd_forecast_lag_168
0.42
SVK_EXP_lag_168
0.41
SVK_IMP_lag_24
0.41
crossborder_async_balance_actual_lag_24
0.40
LIT_IMP_lag_168
0.37
load_forecast_lag_168
0.37
reserve1_forecast_lag_168
0.37
load_actual_lag_168
0.36
crossborder_sync_balance_actual_lag_168
0.33
generation_pi_actual_lag_168
0.29
LIT_EXP_lag_168
0.29
load_forecast_lag_24
0.28
reserve1_forecast_lag_24
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,641
21.6%
597.9
1,395
5.3%
597.7
1,305
5.0%
597.8
1,280
4.9%
598.0
1,156
4.4%
597.6
1,066
4.1%
598.1
864
3.3%
597.5
853
3.3%
597.4
655
2.5%
598.2
528
2.0%
597.3
429
1.6%
597.2
315
1.2%
598.3
240
0.9%
597.1
211
0.8%
597.0
158
0.6%
SMALLEST VALUES
0.0
5,641
21.6%
0.1
10
<0.1%
0.2
20
<0.1%
0.3
16
<0.1%
0.4
13
<0.1%
0.5
3
<0.1%
0.6
13
<0.1%
0.7
12
<0.1%
0.8
8
<0.1%
0.9
8
<0.1%
1.0
5
<0.1%
1.1
14
<0.1%
1.2
14
<0.1%
1.3
11
<0.1%
1.4
11
<0.1%
LARGEST VALUES
604.6
2
<0.1%
604.5
1
<0.1%
603.5
1
<0.1%
602.0
3
<0.1%
601.9
1
<0.1%
601.5
1
<0.1%
600.8
1
<0.1%
600.2
2
<0.1%
600.1
3
<0.1%
600.0
2
<0.1%
599.3
3
<0.1%
599.2
3
<0.1%
599.1
7
<0.1%
599.0
9
<0.1%
598.9
3
<0.1%
UA_EXP_lag_168
MISSING:
26,136
(100%)
UA_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
UA_IMP_lag_24
0.33
generation_njwcd_actual_lag_168
0.29
generation_njwcd_forecast_lag_168
0.28
generation_njwcd_forecast_lag_24
0.28
generation_njwcd_actual_lag_24
0.28
capacity_njwcd_forecast_lag_168
0.28
capacity_njwcd_forecast_lag_24
0.27
Gas 200 generation_lag_168
0.21
Gas 200 generation_lag_24
0.20
reserve1_forecast_lag_168
0.18
Lignite 200 available_lag_24
0.18
load_forecast_lag_168
0.18
load_actual_lag_168
0.18
Gas 500 available_lag_168
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,584
9.9%
153.415
14
<0.1%
212.208
14
<0.1%
211.21
14
<0.1%
213.02200000000002
14
<0.1%
210.44400000000002
14
<0.1%
146.619
14
<0.1%
213.273
13
<0.1%
153.404
13
<0.1%
212.55599999999998
13
<0.1%
212.99200000000002
13
<0.1%
153.411
13
<0.1%
211.22099999999998
13
<0.1%
210.977
12
<0.1%
153.386
12
<0.1%
SMALLEST VALUES
0.0
2,584
9.9%
0.004
1
<0.1%
0.022000000000000002
1
<0.1%
0.026000000000000002
1
<0.1%
0.233
1
<0.1%
0.27
1
<0.1%
0.588
1
<0.1%
1.6340000000000001
1
<0.1%
6.522
1
<0.1%
6.656000000000001
1
<0.1%
8.168
1
<0.1%
10.061
1
<0.1%
10.168
1
<0.1%
11.459000000000001
1
<0.1%
11.776
1
<0.1%
LARGEST VALUES
220.56400000000002
1
<0.1%
218.96
1
<0.1%
218.61900000000003
1
<0.1%
218.52700000000002
1
<0.1%
218.468
1
<0.1%
218.34599999999998
1
<0.1%
218.30200000000002
1
<0.1%
218.287
1
<0.1%
218.235
1
<0.1%
218.22
1
<0.1%
218.09099999999998
1
<0.1%
218.03900000000002
1
<0.1%
218.002
1
<0.1%
217.98
1
<0.1%
217.976
1
<0.1%
LIT_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.69
SVK_EXP_lag_168
0.55
LIT_IMP_lag_168
0.48
generation_jwcd_forecast_lag_168
0.38
crossborder_async_balance_actual_lag_24
0.36
LIT_EXP_lag_24
0.35
SVK_EXP_lag_24
0.32
load_forecast_lag_168
0.30
reserve1_forecast_lag_168
0.30
load_actual_lag_168
0.29
SVK_IMP_lag_168
0.29
generation_jwcd_forecast_lag_24
0.27
crossborder_sync_balance_actual_lag_168
0.27
LIT_IMP_lag_24
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
18,314
70.1%
-0.12
518
2.0%
-0.19
329
1.3%
-0.06
323
1.2%
-0.25
92
0.4%
-0.37
67
0.3%
-0.31
57
0.2%
-0.56
45
0.2%
-491.66
42
0.2%
-491.6
42
0.2%
-300.34
36
0.1%
-0.43
36
0.1%
-491.35
35
0.1%
-0.5
33
0.1%
-491.47
33
0.1%
SMALLEST VALUES
-498.18
1
<0.1%
-495.56
1
<0.1%
-495.5
1
<0.1%
-494.69
3
<0.1%
-494.63
1
<0.1%
-494.38
1
<0.1%
-494.32
1
<0.1%
-494.2
1
<0.1%
-493.7
2
<0.1%
-493.64
3
<0.1%
-493.39
1
<0.1%
-493.33
1
<0.1%
-493.27
1
<0.1%
-493.08
1
<0.1%
-493.02
1
<0.1%
LARGEST VALUES
0.0
18,314
70.1%
-0.06
323
1.2%
-0.12
518
2.0%
-0.13
1
<0.1%
-0.15
1
<0.1%
-0.19
329
1.3%
-0.25
92
0.4%
-0.31
57
0.2%
-0.36
1
<0.1%
-0.37
67
0.3%
-0.43
36
0.1%
-0.5
33
0.1%
-0.54
2
<0.1%
-0.56
45
0.2%
-0.6
1
<0.1%
LIT_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.76
LIT_EXP_lag_168
0.48
LIT_IMP_lag_24
0.44
generation_jwcd_forecast_lag_168
0.42
crossborder_async_balance_actual_lag_24
0.40
load_forecast_lag_168
0.39
reserve1_forecast_lag_168
0.39
load_actual_lag_168
0.38
SVK_IMP_lag_168
0.37
load_forecast_lag_24
0.36
generation_pi_actual_lag_168
0.36
reserve1_forecast_lag_24
0.36
generation_pi_actual_lag_24
0.36
load_actual_lag_24
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
7,642
29.2%
0.5
128
0.5%
0.49
83
0.3%
0.51
70
0.3%
0.48
50
0.2%
484.95
41
0.2%
484.68
40
0.2%
485.19
40
0.2%
485.27
39
0.1%
485.15
38
0.1%
0.52
38
0.1%
485.42
37
0.1%
485.25
37
0.1%
484.93
36
0.1%
485.31
35
0.1%
SMALLEST VALUES
0.0
7,642
29.2%
0.01
25
<0.1%
0.02
15
<0.1%
0.03
10
<0.1%
0.04
16
<0.1%
0.05
17
<0.1%
0.06
11
<0.1%
0.07
9
<0.1%
0.08
14
<0.1%
0.09
10
<0.1%
0.1
8
<0.1%
0.11
19
<0.1%
0.12
7
<0.1%
0.13
12
<0.1%
0.14
13
<0.1%
LARGEST VALUES
491.97
1
<0.1%
490.53
1
<0.1%
490.45
1
<0.1%
490.35
1
<0.1%
490.07
1
<0.1%
489.98
1
<0.1%
489.74
1
<0.1%
489.7
1
<0.1%
489.68
1
<0.1%
489.6
1
<0.1%
489.36
1
<0.1%
489.31
1
<0.1%
489.2
1
<0.1%
489.15
1
<0.1%
489.14
1
<0.1%
generation_wind_actual_lag_168
MISSING:
6
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_forecast_lag_168
0.95
generation_njwcd_actual_lag_168
0.82
capacity_njwcd_forecast_lag_168
0.81
generation_njwcd_forecast_lag_168
0.81
price_lag_168
-0.40
generation_jwcd_forecast_lag_168
-0.39
generation_jwcd_actual_lag_168
-0.39
SEPS_EXP_lag_168
-0.36
CEPS_EXP_lag_168
-0.36
generation_njwcd_actual_lag_24
0.32
capacity_njwcd_forecast_lag_24
0.31
generation_njwcd_forecast_lag_24
0.31
crossborder_sync_balance_actual_lag_168
-0.31
Lignite 200 generation_lag_168
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1218.376
3
<0.1%
440.05199999999996
2
<0.1%
707.15
2
<0.1%
386.98800000000006
2
<0.1%
424.20099999999996
2
<0.1%
264.861
2
<0.1%
593.505
2
<0.1%
1251.014
2
<0.1%
392.82599999999996
2
<0.1%
184.637
2
<0.1%
832.182
2
<0.1%
2217.791
2
<0.1%
618.691
2
<0.1%
2703.22
2
<0.1%
766.253
2
<0.1%
SMALLEST VALUES
8.181000000000001
1
<0.1%
13.994000000000002
1
<0.1%
17.631
1
<0.1%
17.642
1
<0.1%
17.769000000000002
1
<0.1%
18.442999999999998
1
<0.1%
18.51
1
<0.1%
20.543000000000003
1
<0.1%
22.357
1
<0.1%
22.405
1
<0.1%
22.831999999999997
1
<0.1%
22.883000000000003
1
<0.1%
23.541999999999998
1
<0.1%
24.639
1
<0.1%
24.869
1
<0.1%
LARGEST VALUES
5675.201999999999
1
<0.1%
5631.15
1
<0.1%
5625.956999999999
1
<0.1%
5602.823
1
<0.1%
5557.621999999999
1
<0.1%
5529.446999999999
1
<0.1%
5511.3730000000005
1
<0.1%
5500.209
1
<0.1%
5498.145
1
<0.1%
5489.284000000001
1
<0.1%
5480.17
1
<0.1%
5479.922
1
<0.1%
5478.514
1
<0.1%
5474.014
1
<0.1%
5450.548000000001
1
<0.1%
generation_solar_actual_lag_168
MISSING:
19,926
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_solar_forecast_lag_168
0.97
generation_solar_forecast_lag_24
0.90
generation_solar_actual_lag_24
0.90
load_actual_lag_24
0.35
Hard coal 1000 generation_lag_24
0.35
load_forecast_lag_24
0.35
reserve1_forecast_lag_24
0.35
generation_jwcd_forecast_lag_24
0.34
load_forecast_lag_168
0.34
reserve1_forecast_lag_168
0.34
load_actual_lag_168
0.33
generation_jwcd_actual_lag_24
0.32
generation_jwcd_forecast_lag_168
0.31
Hard coal 1000 generation_lag_168
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,532
40.8%
0.25
11
0.2%
0.938
4
<0.1%
4.238
4
<0.1%
3.675
3
<0.1%
0.525
3
<0.1%
2.875
3
<0.1%
5.05
3
<0.1%
0.23800000000000002
3
<0.1%
0.263
3
<0.1%
0.163
3
<0.1%
1.9
3
<0.1%
4.55
3
<0.1%
0.95
3
<0.1%
1.325
3
<0.1%
SMALLEST VALUES
0.0
2,532
40.8%
0.075
2
<0.1%
0.08800000000000001
2
<0.1%
0.1
2
<0.1%
0.113
1
<0.1%
0.125
1
<0.1%
0.163
3
<0.1%
0.188
1
<0.1%
0.225
2
<0.1%
0.23800000000000002
3
<0.1%
0.25
11
0.2%
0.263
3
<0.1%
0.275
2
<0.1%
0.33799999999999997
1
<0.1%
0.38799999999999996
1
<0.1%
LARGEST VALUES
1729.1
1
<0.1%
1702.1879999999999
1
<0.1%
1693.3129999999999
1
<0.1%
1673.3129999999999
1
<0.1%
1648.225
1
<0.1%
1633.2
1
<0.1%
1623.838
1
<0.1%
1609.2879999999998
1
<0.1%
1603.95
1
<0.1%
1597.075
1
<0.1%
1588.213
1
<0.1%
1586.85
1
<0.1%
1586.65
1
<0.1%
1580.65
1
<0.1%
1573.9
1
<0.1%
Biomass 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Biomass 200 generation_lag_24
0.46
Hard coal 100 generation_lag_168
-0.17
Hard coal 100 available_lag_168
-0.15
Hard coal 100 generation_lag_24
-0.15
Lignite 1000 available_lag_24
-0.15
Gas 500 generation_lag_24
0.13
Gas 200 generation_lag_24
-0.13
capacity_jwcd_forecast_lag_24
0.13
Lignite 200 generation_lag_24
0.13
Lignite 1000 generation_lag_24
-0.13
month
0.12
Gas 500 available_lag_24
0.12
Hard coal 100 available_lag_24
-0.12
price
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
4,106
15.7%
202.07
45
0.2%
202.21
43
0.2%
202.64
39
0.1%
202.22
39
0.1%
192.21
39
0.1%
202.68
37
0.1%
202.43
37
0.1%
192.32
36
0.1%
202.32
36
0.1%
201.75
36
0.1%
202.11
36
0.1%
202.86
36
0.1%
202.03
35
0.1%
202.85
35
0.1%
SMALLEST VALUES
0.0
4,106
15.7%
0.11
1
<0.1%
0.15
1
<0.1%
0.16
1
<0.1%
1.01
1
<0.1%
1.05
1
<0.1%
1.34
1
<0.1%
3.88
1
<0.1%
4.31
1
<0.1%
4.79
1
<0.1%
4.96
1
<0.1%
8.59
1
<0.1%
8.92
1
<0.1%
10.21
1
<0.1%
13.47
1
<0.1%
LARGEST VALUES
210.07
1
<0.1%
209.48
1
<0.1%
209.14
1
<0.1%
208.96
1
<0.1%
208.63
1
<0.1%
208.26
1
<0.1%
208.24
1
<0.1%
208.21
1
<0.1%
207.54
1
<0.1%
207.45
1
<0.1%
207.43
1
<0.1%
207.37
2
<0.1%
207.36
1
<0.1%
207.35
1
<0.1%
207.23
1
<0.1%
Gas 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_24
0.80
generation_njwcd_actual_lag_168
0.61
generation_njwcd_actual_lag_24
0.60
generation_njwcd_forecast_lag_24
0.60
generation_njwcd_forecast_lag_168
0.59
capacity_njwcd_forecast_lag_24
0.59
capacity_njwcd_forecast_lag_168
0.58
Hard coal 100 generation_lag_168
0.47
Hard coal 100 generation_lag_24
0.46
Lignite 200 available_lag_168
0.37
Lignite 200 available_lag_24
0.35
Gas 500 available_lag_168
-0.32
Gas 500 available_lag_24
-0.31
reserve1_forecast_lag_168
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,048
4.0%
194.425
15
<0.1%
194.48
13
<0.1%
194.37
13
<0.1%
146.447
9
<0.1%
94.05
9
<0.1%
185.24
8
<0.1%
116.55
8
<0.1%
146.386
8
<0.1%
146.391
8
<0.1%
146.315
7
<0.1%
146.385
7
<0.1%
94.12
7
<0.1%
146.279
6
<0.1%
93.88
6
<0.1%
SMALLEST VALUES
0.0
1,048
4.0%
0.002
1
<0.1%
0.01
1
<0.1%
0.387
1
<0.1%
1.49
1
<0.1%
1.51
1
<0.1%
6.27
1
<0.1%
8.24
1
<0.1%
10.12
1
<0.1%
10.83
1
<0.1%
11.62
1
<0.1%
15.105
1
<0.1%
16.48
1
<0.1%
16.49
1
<0.1%
16.54
1
<0.1%
LARGEST VALUES
567.225
1
<0.1%
565.804
1
<0.1%
565.394
1
<0.1%
564.731
1
<0.1%
564.505
1
<0.1%
564.399
1
<0.1%
557.3240000000002
1
<0.1%
557.281
1
<0.1%
555.742
1
<0.1%
555.611
1
<0.1%
555.5989999999998
1
<0.1%
554.8100000000002
1
<0.1%
554.601
1
<0.1%
554.5319999999998
1
<0.1%
547.401
1
<0.1%
Gas 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 available_lag_168
0.69
Gas 500 generation_lag_24
0.64
co2_price_pln_actual_lag_24
0.48
co2_price_pln_actual_lag_168
0.48
co2_price_eur_actual_lag_24
0.47
co2_price_eur_actual_lag_168
0.46
Gas 500 available_lag_24
0.34
Lignite 500 available_lag_168
-0.30
50HzT_IMP_lag_24
0.30
Lignite 500 available_lag_24
-0.28
50HzT_IMP_lag_168
0.28
capacity_jwcd_forecast_lag_168
0.26
Hard coal 500 generation_lag_168
0.25
Hard coal 500 generation_lag_24
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
528
2.0%
448.43
41
0.2%
448.42
40
0.2%
448.41
34
0.1%
448.4
25
<0.1%
563.17
24
<0.1%
548.32
22
<0.1%
448.44
22
<0.1%
563.22
19
<0.1%
563.27
19
<0.1%
563.26
19
<0.1%
563.18
16
<0.1%
563.24
16
<0.1%
558.21
16
<0.1%
548.3
15
<0.1%
SMALLEST VALUES
0.0
528
2.0%
0.65
1
<0.1%
1.15
1
<0.1%
3.67
1
<0.1%
5.58
1
<0.1%
8.86
1
<0.1%
9.18
1
<0.1%
10.35
1
<0.1%
14.74
1
<0.1%
15.26
1
<0.1%
18.11
1
<0.1%
19.3
1
<0.1%
19.91
1
<0.1%
23.24
1
<0.1%
23.53
1
<0.1%
LARGEST VALUES
1373.83
1
<0.1%
1362.71
1
<0.1%
1361.56
1
<0.1%
1360.5500000000004
1
<0.1%
1356.77
1
<0.1%
1353.72
1
<0.1%
1352.89
1
<0.1%
1351.66
1
<0.1%
1346.12
1
<0.1%
1345.36
1
<0.1%
1345.34
1
<0.1%
1345.26
1
<0.1%
1341.19
1
<0.1%
1338.83
1
<0.1%
1334.7199999999998
1
<0.1%
HPS 100 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 100 generation_lag_24
0.59
generation_pi_actual_lag_168
0.49
HPS 200 generation_lag_168
0.46
generation_pi_actual_lag_24
0.36
load_forecast_lag_168
0.33
reserve1_forecast_lag_168
0.33
load_actual_lag_168
0.32
load_forecast_lag_24
0.31
reserve1_forecast_lag_24
0.31
load_actual_lag_24
0.30
HPS 200 generation_lag_24
0.29
generation_jwcd_forecast_lag_24
0.27
generation_jwcd_forecast_lag_168
0.27
crossborder_async_balance_actual_lag_24
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
15,499
59.3%
0.01
309
1.2%
0.02
146
0.6%
0.03
53
0.2%
0.15
39
0.1%
20.15
38
0.1%
20.14
31
0.1%
20.94
30
0.1%
20.25
29
0.1%
20.03
29
0.1%
0.24
28
0.1%
20.06
28
0.1%
20.02
27
0.1%
0.26
27
0.1%
20.11
27
0.1%
SMALLEST VALUES
0.0
15,499
59.3%
0.01
309
1.2%
0.02
146
0.6%
0.03
53
0.2%
0.04
22
<0.1%
0.05
17
<0.1%
0.06
16
<0.1%
0.07
6
<0.1%
0.08
13
<0.1%
0.09
14
<0.1%
0.1
17
<0.1%
0.11
16
<0.1%
0.12
20
<0.1%
0.13
23
<0.1%
0.14
24
<0.1%
LARGEST VALUES
374.32000000000005
1
<0.1%
326.29
1
<0.1%
295.25
1
<0.1%
291.59
1
<0.1%
290.85
1
<0.1%
287.7000000000001
1
<0.1%
281.21
1
<0.1%
279.67
1
<0.1%
274.89
1
<0.1%
270.94
1
<0.1%
270.75
1
<0.1%
269.29
1
<0.1%
268.29
1
<0.1%
264.45
1
<0.1%
259.91
1
<0.1%
HPS 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_pi_actual_lag_168
0.65
HPS 100 generation_lag_168
0.46
HPS 200 generation_lag_24
0.37
generation_pi_actual_lag_24
0.36
load_forecast_lag_168
0.33
reserve1_forecast_lag_168
0.33
load_actual_lag_168
0.32
HPS 100 generation_lag_24
0.32
load_forecast_lag_24
0.28
reserve1_forecast_lag_24
0.28
load_actual_lag_24
0.28
forecast_PLN
0.26
generation_jwcd_forecast_lag_168
0.23
LIT_IMP_lag_24
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
16,808
64.3%
0.03
223
0.9%
0.02
151
0.6%
0.01
143
0.5%
0.04
99
0.4%
0.05
41
0.2%
0.06
27
0.1%
0.07
15
<0.1%
0.08
9
<0.1%
133.5
8
<0.1%
134.1
8
<0.1%
3.8
7
<0.1%
0.14
7
<0.1%
93.1
6
<0.1%
133.9
6
<0.1%
SMALLEST VALUES
0.0
16,808
64.3%
0.01
143
0.5%
0.02
151
0.6%
0.03
223
0.9%
0.04
99
0.4%
0.05
41
0.2%
0.06
27
0.1%
0.06000000000000001
1
<0.1%
0.06999999999999999
2
<0.1%
0.07
15
<0.1%
0.08
9
<0.1%
0.09
3
<0.1%
0.09000000000000001
1
<0.1%
0.1
6
<0.1%
0.11
3
<0.1%
LARGEST VALUES
1021.0
1
<0.1%
944.85
1
<0.1%
936.32
1
<0.1%
927.8
1
<0.1%
925.14
1
<0.1%
909.9
1
<0.1%
908.93
1
<0.1%
908.61
1
<0.1%
908.42
1
<0.1%
906.8
1
<0.1%
906.74
1
<0.1%
901.77
1
<0.1%
898.6800000000002
1
<0.1%
897.22
1
<0.1%
894.25
1
<0.1%
Hard coal 100 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 generation_lag_24
0.75
Hard coal 100 available_lag_168
0.57
generation_njwcd_actual_lag_168
0.55
generation_njwcd_actual_lag_24
0.55
capacity_njwcd_forecast_lag_24
0.54
generation_njwcd_forecast_lag_24
0.54
capacity_njwcd_forecast_lag_168
0.53
generation_njwcd_forecast_lag_168
0.53
Gas 200 generation_lag_168
0.47
Hard coal 100 available_lag_24
0.46
Gas 200 generation_lag_24
0.45
Lignite 300 available_lag_24
0.39
Lignite 200 available_lag_24
0.38
Lignite 300 available_lag_168
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,664
21.7%
47.5
25
<0.1%
47.3
24
<0.1%
46.8
23
<0.1%
46.5
22
<0.1%
46.9
21
<0.1%
47.1
21
<0.1%
47.6
20
<0.1%
48.1
19
<0.1%
49.0
19
<0.1%
47.4
18
<0.1%
49.8
18
<0.1%
46.6
18
<0.1%
48.0
18
<0.1%
48.5
17
<0.1%
SMALLEST VALUES
0.0
5,664
21.7%
0.102
1
<0.1%
0.126
1
<0.1%
0.4
1
<0.1%
0.515
1
<0.1%
0.9640000000000001
1
<0.1%
1.126
1
<0.1%
1.212
1
<0.1%
1.2329999999999999
1
<0.1%
1.298
1
<0.1%
1.3090000000000002
1
<0.1%
1.4609999999999999
1
<0.1%
2.4
1
<0.1%
2.6
1
<0.1%
2.6039999999999996
1
<0.1%
LARGEST VALUES
250.19099999999997
1
<0.1%
248.104
1
<0.1%
247.688
1
<0.1%
247.572
1
<0.1%
247.57
1
<0.1%
247.21400000000003
1
<0.1%
246.38400000000001
1
<0.1%
246.364
1
<0.1%
245.632
1
<0.1%
245.326
1
<0.1%
240.944
1
<0.1%
239.61
1
<0.1%
238.72799999999998
1
<0.1%
238.082
1
<0.1%
235.898
1
<0.1%
Hard coal 1000 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 generation_lag_24
0.58
co2_price_pln_actual_lag_168
0.48
co2_price_eur_actual_lag_168
0.47
co2_price_pln_actual_lag_24
0.47
co2_price_eur_actual_lag_24
0.46
forecast_PLN
0.44
crossborder_sync_balance_actual_lag_168
0.37
crossborder_sync_balance_actual_lag_24
0.36
capacity_jwcd_forecast_lag_168
0.36
50HzT_IMP_lag_168
0.35
generation_jwcd_forecast_lag_168
0.35
generation_solar_forecast_lag_168
0.33
generation_solar_forecast_lag_24
0.31
Lignite 500 available_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.21
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,862
7.1%
928.69
7
<0.1%
447.22
6
<0.1%
931.87
6
<0.1%
930.02
6
<0.1%
930.6
6
<0.1%
934.5
6
<0.1%
932.26
6
<0.1%
978.79
5
<0.1%
935.1
5
<0.1%
932.81
5
<0.1%
935.86
5
<0.1%
929.16
5
<0.1%
935.87
5
<0.1%
931.25
5
<0.1%
SMALLEST VALUES
0.0
1,862
7.1%
0.11
1
<0.1%
0.14
2
<0.1%
0.15
1
<0.1%
0.17
1
<0.1%
0.21
1
<0.1%
0.33
1
<0.1%
0.38
1
<0.1%
0.43
1
<0.1%
0.53
1
<0.1%
0.6
1
<0.1%
0.69
1
<0.1%
0.95
1
<0.1%
1.16
1
<0.1%
1.68
1
<0.1%
LARGEST VALUES
3435.9700000000007
1
<0.1%
3435.82
1
<0.1%
3433.4300000000007
1
<0.1%
3431.55
1
<0.1%
3430.52
1
<0.1%
3427.78
1
<0.1%
3425.84
1
<0.1%
3386.5
1
<0.1%
3378.13
1
<0.1%
3368.09
1
<0.1%
3366.56
1
<0.1%
3363.7000000000007
1
<0.1%
3356.0
1
<0.1%
3349.16
1
<0.1%
3339.8100000000004
1
<0.1%
Hard coal 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.83
generation_jwcd_forecast_lag_168
0.71
load_actual_lag_168
0.69
Hard coal 300 generation_lag_168
0.69
Lignite 200 generation_lag_168
0.68
reserve1_forecast_lag_168
0.67
load_forecast_lag_168
0.67
Hard coal 200 generation_lag_24
0.61
price_lag_168
0.60
Lignite 300 generation_lag_168
0.59
forecast_PLN
0.55
Hard coal 300 generation_lag_24
0.49
generation_jwcd_actual_lag_24
0.48
price
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.44
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3
<0.1%
4525.581
2
<0.1%
3036.136
2
<0.1%
3575.9960000000005
2
<0.1%
3262.825
2
<0.1%
6406.914000000001
2
<0.1%
4323.004
2
<0.1%
3306.616
2
<0.1%
3023.817
2
<0.1%
3680.341
2
<0.1%
3074.914
2
<0.1%
3388.797
2
<0.1%
4694.579000000001
2
<0.1%
4476.536999999998
2
<0.1%
3422.188
2
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
2175.274000000001
1
<0.1%
2181.423
1
<0.1%
2189.416
1
<0.1%
2195.15
1
<0.1%
2197.389
1
<0.1%
2209.3070000000002
1
<0.1%
2212.422
1
<0.1%
2241.444
1
<0.1%
2249.375
1
<0.1%
2263.937
1
<0.1%
2268.9010000000007
1
<0.1%
2277.544
1
<0.1%
2279.916000000001
1
<0.1%
2282.423
1
<0.1%
LARGEST VALUES
9447.572
1
<0.1%
9266.306000000002
1
<0.1%
9131.135000000002
1
<0.1%
9130.101
1
<0.1%
9108.802
1
<0.1%
9104.712
1
<0.1%
9102.624
1
<0.1%
9063.850999999997
1
<0.1%
9042.994000000002
1
<0.1%
8989.707000000002
1
<0.1%
8960.033999999998
1
<0.1%
8928.132000000001
1
<0.1%
8861.804000000002
1
<0.1%
8844.034999999998
1
<0.1%
8821.475999999999
1
<0.1%
Hard coal 300 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_168
0.69
Hard coal 300 generation_lag_24
0.66
generation_jwcd_actual_lag_168
0.66
Lignite 200 generation_lag_168
0.59
generation_jwcd_forecast_lag_168
0.57
Lignite 300 generation_lag_168
0.56
Hard coal 200 generation_lag_24
0.53
load_actual_lag_168
0.47
generation_jwcd_actual_lag_24
0.47
reserve1_forecast_lag_168
0.46
Lignite 300 generation_lag_24
0.46
load_forecast_lag_168
0.46
price_lag_168
0.44
Lignite 200 generation_lag_24
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.19
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
165.53
21
<0.1%
165.49
20
<0.1%
165.52
14
<0.1%
165.67
14
<0.1%
165.45
13
<0.1%
165.58
13
<0.1%
165.57
13
<0.1%
165.48
12
<0.1%
165.62
12
<0.1%
165.51
11
<0.1%
165.55
11
<0.1%
165.66
11
<0.1%
165.41
11
<0.1%
165.54
10
<0.1%
165.5
10
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
160.41
1
<0.1%
160.51
1
<0.1%
160.52
1
<0.1%
160.65
1
<0.1%
160.71
1
<0.1%
160.72
1
<0.1%
160.79
1
<0.1%
160.82
1
<0.1%
160.9
1
<0.1%
160.97
1
<0.1%
161.4
1
<0.1%
161.44
1
<0.1%
161.5
1
<0.1%
161.56
1
<0.1%
LARGEST VALUES
1448.83
1
<0.1%
1447.99
1
<0.1%
1447.91
1
<0.1%
1446.6
1
<0.1%
1444.91
1
<0.1%
1444.72
1
<0.1%
1444.0299999999993
1
<0.1%
1440.6
1
<0.1%
1439.9800000000002
1
<0.1%
1439.88
1
<0.1%
1439.12
1
<0.1%
1437.32
1
<0.1%
1435.71
1
<0.1%
1435.21
1
<0.1%
1435.2
1
<0.1%
Hard coal 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_168
0.66
Hard coal 500 generation_lag_24
0.64
forecast_PLN
0.53
Hard coal 500 available_lag_24
0.52
generation_jwcd_forecast_lag_168
0.38
co2_price_pln_actual_lag_24
0.37
co2_price_pln_actual_lag_168
0.36
co2_price_eur_actual_lag_24
0.36
Lignite 500 available_lag_24
-0.34
co2_price_eur_actual_lag_168
0.34
month
0.33
price_lag_168
0.33
generation_jwcd_actual_lag_168
0.32
Lignite 500 available_lag_168
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.25
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3,307
12.7%
436.0
148
0.6%
434.0
131
0.5%
435.0
127
0.5%
433.0
124
0.5%
432.0
116
0.4%
437.0
107
0.4%
440.0
84
0.3%
405.0
80
0.3%
439.0
79
0.3%
424.0
78
0.3%
445.0
77
0.3%
441.0
76
0.3%
404.0
72
0.3%
429.0
72
0.3%
SMALLEST VALUES
0.0
3,307
12.7%
0.2
1
<0.1%
0.4
1
<0.1%
0.6
1
<0.1%
0.9
1
<0.1%
1.0
1
<0.1%
1.3
1
<0.1%
2.0
3
<0.1%
2.2
1
<0.1%
3.9
1
<0.1%
5.0
1
<0.1%
6.0
1
<0.1%
6.6
1
<0.1%
6.8
1
<0.1%
8.2
1
<0.1%
LARGEST VALUES
1525.5
1
<0.1%
1516.1999999999996
1
<0.1%
1515.2
1
<0.1%
1515.1
1
<0.1%
1514.7
1
<0.1%
1514.1
1
<0.1%
1513.3
2
<0.1%
1513.1
1
<0.1%
1513.0
2
<0.1%
1512.3
1
<0.1%
1511.8
1
<0.1%
1511.7
1
<0.1%
1511.6
1
<0.1%
1511.5
2
<0.1%
1511.4
1
<0.1%
Lignite 1000 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 available_lag_168
0.81
Lignite 1000 generation_lag_24
0.45
generation_jwcd_actual_lag_168
0.44
forecast_PLN
0.41
Lignite 1000 available_lag_24
0.39
generation_jwcd_forecast_lag_168
0.37
Lignite 200 generation_lag_168
0.35
Hard coal 200 generation_lag_168
0.35
price_lag_168
0.30
generation_jwcd_actual_lag_24
0.30
Lignite 300 generation_lag_168
0.30
load_actual_lag_168
0.30
Lignite 200 generation_lag_24
0.30
Hard coal 200 generation_lag_24
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.15
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,889
11.1%
794.98
12
<0.1%
793.61
12
<0.1%
794.57
11
<0.1%
797.85
10
<0.1%
796.25
10
<0.1%
794.0
10
<0.1%
795.64
10
<0.1%
794.37
10
<0.1%
794.61
10
<0.1%
797.08
10
<0.1%
792.05
9
<0.1%
798.01
9
<0.1%
798.43
9
<0.1%
796.5
9
<0.1%
SMALLEST VALUES
0.0
2,889
11.1%
0.19
1
<0.1%
0.84
1
<0.1%
1.32
1
<0.1%
2.39
1
<0.1%
2.84
1
<0.1%
4.8
1
<0.1%
7.35
1
<0.1%
7.48
1
<0.1%
7.75
1
<0.1%
7.76
1
<0.1%
9.91
1
<0.1%
9.96
1
<0.1%
10.44
1
<0.1%
11.6
1
<0.1%
LARGEST VALUES
1554.04
1
<0.1%
1547.04
1
<0.1%
1541.06
1
<0.1%
1537.49
1
<0.1%
1536.8
1
<0.1%
1535.85
1
<0.1%
1533.49
1
<0.1%
1528.38
1
<0.1%
1526.49
1
<0.1%
1521.92
1
<0.1%
1521.55
1
<0.1%
1518.64
1
<0.1%
1516.07
1
<0.1%
1514.4
1
<0.1%
1514.36
1
<0.1%
Lignite 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.81
generation_jwcd_forecast_lag_168
0.73
Hard coal 200 generation_lag_168
0.68
load_actual_lag_168
0.67
load_forecast_lag_168
0.65
reserve1_forecast_lag_168
0.65
Lignite 300 generation_lag_168
0.63
Hard coal 300 generation_lag_168
0.59
forecast_PLN
0.57
price_lag_168
0.56
Lignite 200 generation_lag_24
0.50
generation_jwcd_actual_lag_24
0.49
Hard coal 200 generation_lag_24
0.47
load_actual_lag_24
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.35
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
795.27
4
<0.1%
1169.47
4
<0.1%
581.2
4
<0.1%
870.0
4
<0.1%
1056.66
4
<0.1%
936.35
4
<0.1%
706.0
4
<0.1%
931.42
4
<0.1%
587.38
4
<0.1%
652.77
4
<0.1%
694.78
3
<0.1%
583.41
3
<0.1%
719.13
3
<0.1%
699.64
3
<0.1%
1061.11
3
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
192.1
1
<0.1%
192.14
1
<0.1%
192.16
1
<0.1%
192.18
1
<0.1%
192.4
1
<0.1%
192.54
1
<0.1%
192.64
1
<0.1%
192.68
1
<0.1%
192.76
1
<0.1%
193.66000000000003
1
<0.1%
194.68
1
<0.1%
195.42
1
<0.1%
195.86
1
<0.1%
197.52
1
<0.1%
LARGEST VALUES
1944.49
1
<0.1%
1879.97
1
<0.1%
1873.71
1
<0.1%
1871.85
1
<0.1%
1862.75
1
<0.1%
1862.71
1
<0.1%
1860.13
1
<0.1%
1859.37
1
<0.1%
1857.56
1
<0.1%
1857.16
1
<0.1%
1849.59
1
<0.1%
1843.03
1
<0.1%
1841.28
1
<0.1%
1840.17
1
<0.1%
1839.95
1
<0.1%
Lignite 300 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.73
generation_jwcd_forecast_lag_168
0.67
Lignite 200 generation_lag_168
0.63
load_actual_lag_168
0.61
reserve1_forecast_lag_168
0.60
load_forecast_lag_168
0.60
Hard coal 200 generation_lag_168
0.59
Lignite 300 generation_lag_24
0.58
Hard coal 300 generation_lag_168
0.56
generation_jwcd_actual_lag_24
0.48
Hard coal 300 generation_lag_24
0.48
Hard coal 200 generation_lag_24
0.47
reserve1_forecast_lag_24
0.44
generation_jwcd_forecast_lag_24
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.25
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3
<0.1%
2360.65
3
<0.1%
3060.54
3
<0.1%
3093.54
3
<0.1%
3100.1
3
<0.1%
2433.37
3
<0.1%
2054.19
3
<0.1%
2624.26
3
<0.1%
3474.59
3
<0.1%
2674.57
3
<0.1%
2796.15
3
<0.1%
2613.26
3
<0.1%
1881.68
3
<0.1%
3153.03
3
<0.1%
1843.54
3
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
783.2
1
<0.1%
785.42
1
<0.1%
786.4
1
<0.1%
787.5999999999998
1
<0.1%
787.6000000000001
1
<0.1%
788.1999999999998
1
<0.1%
788.5
1
<0.1%
789.56
1
<0.1%
790.3000000000002
1
<0.1%
791.6
1
<0.1%
792.5
1
<0.1%
794.0
1
<0.1%
794.2
1
<0.1%
798.5
1
<0.1%
LARGEST VALUES
4187.469999999998
1
<0.1%
4184.71
1
<0.1%
4184.040000000001
1
<0.1%
4182.76
1
<0.1%
4179.04
1
<0.1%
4178.95
1
<0.1%
4177.84
1
<0.1%
4177.63
1
<0.1%
4177.3
1
<0.1%
4177.09
1
<0.1%
4170.609999999999
1
<0.1%
4165.33
1
<0.1%
4164.56
1
<0.1%
4162.67
1
<0.1%
4162.33
1
<0.1%
Lignite 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.54
generation_jwcd_forecast_lag_168
0.52
Lignite 200 generation_lag_168
0.44
load_actual_lag_168
0.43
forecast_PLN
0.42
load_forecast_lag_168
0.42
reserve1_forecast_lag_168
0.41
price_lag_168
0.40
Hard coal 200 generation_lag_168
0.37
Lignite 500 generation_lag_24
0.36
price
0.34
generation_jwcd_forecast_lag_24
0.31
Hard coal 300 generation_lag_168
0.30
generation_jwcd_actual_lag_24
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.29
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,298
8.8%
203.6
60
0.2%
202.9
57
0.2%
203.0
55
0.2%
202.2
54
0.2%
202.6
54
0.2%
202.7
53
0.2%
201.2
52
0.2%
204.4
52
0.2%
204.7
50
0.2%
203.8
49
0.2%
201.0
49
0.2%
203.1
49
0.2%
203.3
48
0.2%
203.9
48
0.2%
SMALLEST VALUES
0.0
2,298
8.8%
0.3
2
<0.1%
0.4
2
<0.1%
0.5
2
<0.1%
0.7
1
<0.1%
0.9
1
<0.1%
2.1
1
<0.1%
2.4
1
<0.1%
3.7
1
<0.1%
4.0
1
<0.1%
5.8
1
<0.1%
6.9
1
<0.1%
7.6
1
<0.1%
9.0
1
<0.1%
9.8
1
<0.1%
LARGEST VALUES
629.5
1
<0.1%
627.2
1
<0.1%
625.0
1
<0.1%
624.3
1
<0.1%
623.0
1
<0.1%
621.5
1
<0.1%
620.0
1
<0.1%
619.3
1
<0.1%
618.1
1
<0.1%
616.7
1
<0.1%
612.5999999999998
1
<0.1%
611.1
1
<0.1%
609.9
1
<0.1%
608.5
1
<0.1%
605.0
1
<0.1%
Gas 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 generation_lag_168
0.69
Gas 500 available_lag_24
0.63
Hard coal 200 available_lag_24
0.38
Gas 200 generation_lag_24
-0.36
Gas 500 generation_lag_24
0.35
Hard coal 200 available_lag_168
0.35
Gas 200 generation_lag_168
-0.32
generation_njwcd_forecast_lag_24
-0.27
generation_njwcd_forecast_lag_168
-0.27
generation_njwcd_actual_lag_24
-0.26
capacity_njwcd_forecast_lag_24
-0.25
capacity_njwcd_forecast_lag_168
-0.25
generation_njwcd_actual_lag_168
-0.25
generation_solar_forecast_lag_24
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
963.0
600
2.3%
968.0
592
2.3%
973.0
571
2.2%
978.0
543
2.1%
447.0
524
2.0%
983.0
511
2.0%
1002.0
457
1.7%
1007.0
434
1.7%
1012.0
432
1.7%
958.0
416
1.6%
997.0
400
1.5%
872.0
398
1.5%
1017.0
385
1.5%
1022.0
332
1.3%
877.0
323
1.2%
SMALLEST VALUES
378.0
18
<0.1%
383.0
4
<0.1%
388.0
6
<0.1%
393.0
3
<0.1%
398.0
6
<0.1%
403.0
6
<0.1%
408.0
23
<0.1%
413.0
7
<0.1%
433.0
18
<0.1%
438.0
74
0.3%
447.0
524
2.0%
450.0
2
<0.1%
451.0
1
<0.1%
458.5
1
<0.1%
460.0
4
<0.1%
LARGEST VALUES
1540.0
3
<0.1%
1535.0
5
<0.1%
1534.0
1
<0.1%
1530.0
14
<0.1%
1525.0
6
<0.1%
1524.0
2
<0.1%
1512.0
4
<0.1%
1507.0
8
<0.1%
1505.75
1
<0.1%
1505.0
2
<0.1%
1502.0
7
<0.1%
1500.0
6
<0.1%
1497.0
21
<0.1%
1495.0
1
<0.1%
1492.0
64
0.2%
Hard coal 100 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 available_lag_24
0.61
Hard coal 100 generation_lag_168
0.57
Hard coal 100 generation_lag_24
0.46
Lignite 300 available_lag_168
0.30
Lignite 300 available_lag_24
0.27
co2_price_eur_actual_lag_168
-0.21
generation_njwcd_forecast_lag_168
0.21
generation_njwcd_actual_lag_168
0.21
forecast_PLN
-0.20
Biomass 200 generation_lag_24
-0.20
co2_price_eur_actual_lag_24
-0.20
Hard coal 1000 generation_lag_168
-0.20
co2_price_pln_actual_lag_168
-0.19
generation_njwcd_forecast_lag_24
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
200.0
16,614
63.6%
100.0
5,872
22.5%
150.0
1,348
5.2%
160.0
781
3.0%
155.0
277
1.1%
170.0
198
0.8%
195.0
99
0.4%
194.0
95
0.4%
192.0
85
0.3%
190.0
76
0.3%
185.0
71
0.3%
196.0
70
0.3%
175.0
60
0.2%
180.0
51
0.2%
140.0
46
0.2%
SMALLEST VALUES
100.0
5,872
22.5%
100.6
2
<0.1%
102.35
1
<0.1%
103.3
2
<0.1%
103.45
1
<0.1%
109.35
9
<0.1%
110.0
2
<0.1%
114.1
2
<0.1%
116.22
7
<0.1%
118.9
1
<0.1%
120.0
1
<0.1%
121.95
1
<0.1%
125.0
4
<0.1%
128.45
9
<0.1%
130.0
1
<0.1%
LARGEST VALUES
200.0
16,614
63.6%
198.75
1
<0.1%
198.5
11
<0.1%
198.0
10
<0.1%
197.75
1
<0.1%
197.5
16
<0.1%
197.0
35
0.1%
196.75
1
<0.1%
196.5
7
<0.1%
196.25
8
<0.1%
196.0
70
0.3%
195.5
5
<0.1%
195.0
99
0.4%
194.75
1
<0.1%
194.0
95
0.4%
Hard coal 1000 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 available_lag_24
0.72
co2_price_eur_actual_lag_24
-0.47
co2_price_eur_actual_lag_168
-0.47
co2_price_pln_actual_lag_24
-0.46
co2_price_pln_actual_lag_168
-0.45
Hard coal 300 available_lag_168
0.26
Hard coal 300 available_lag_24
0.26
Hard coal 200 available_lag_24
-0.23
Hard coal 500 available_lag_24
0.21
Hard coal 200 available_lag_168
-0.20
month
-0.20
Hard coal 500 available_lag_168
0.20
Hard coal 1000 generation_lag_168
0.19
price_lag_168
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
2885.0
4,006
15.3%
3795.0
2,922
11.2%
1085.0
2,122
8.1%
1980.0
1,476
5.6%
1810.0
1,323
5.1%
1985.0
1,158
4.4%
2895.0
932
3.6%
2720.0
899
3.4%
1075.0
609
2.3%
905.0
374
1.4%
1820.0
313
1.2%
2238.0
289
1.1%
910.0
274
1.0%
1799.0
271
1.0%
1935.0
236
0.9%
SMALLEST VALUES
0.0
56
0.2%
6.170000000000073
1
<0.1%
10.0
138
0.5%
48.25
1
<0.1%
89.0
1
<0.1%
99.0
1
<0.1%
197.5
1
<0.1%
268.75
1
<0.1%
269.3499999999999
2
<0.1%
278.75
2
<0.1%
306.8499999999999
1
<0.1%
334.8699999999999
1
<0.1%
344.86999999999983
1
<0.1%
360.0
2
<0.1%
361.84999999999985
1
<0.1%
LARGEST VALUES
3795.0
2,922
11.2%
3790.0
2
<0.1%
3782.5
1
<0.1%
3757.5
1
<0.1%
3751.25
3
<0.1%
3749.5
2
<0.1%
3745.0
1
<0.1%
3736.25
1
<0.1%
3735.0
2
<0.1%
3732.5
2
<0.1%
3727.0
2
<0.1%
3722.0
1
<0.1%
3720.0
4
<0.1%
3715.0
9
<0.1%
3710.0
1
<0.1%
Hard coal 200 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 available_lag_24
0.78
Hard coal 500 available_lag_24
-0.43
Hard coal 200 generation_lag_168
0.43
Hard coal 200 generation_lag_24
0.41
Hard coal 500 available_lag_168
-0.41
Lignite 500 available_lag_24
0.40
Lignite 500 available_lag_168
0.39
Gas 500 available_lag_168
0.35
crossborder_sync_balance_actual_lag_24
-0.32
crossborder_sync_balance_actual_lag_168
-0.32
CEPS_IMP_lag_168
-0.32
Gas 500 available_lag_24
0.31
CEPS_IMP_lag_24
-0.31
Hard coal 300 generation_lag_168
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
10714.0
155
0.6%
9997.0
129
0.5%
10377.0
111
0.4%
10939.0
108
0.4%
10044.0
104
0.4%
9938.0
90
0.3%
10222.0
86
0.3%
10602.0
85
0.3%
11405.0
79
0.3%
10258.0
79
0.3%
10033.0
76
0.3%
11256.0
74
0.3%
10380.0
73
0.3%
11496.0
70
0.3%
9803.0
69
0.3%
SMALLEST VALUES
8969.0
2
<0.1%
8973.6
1
<0.1%
8974.77
1
<0.1%
8992.0
1
<0.1%
8997.0
1
<0.1%
9018.65
1
<0.1%
9022.05
1
<0.1%
9029.0
14
<0.1%
9048.0
5
<0.1%
9061.92
1
<0.1%
9068.0
1
<0.1%
9081.0
1
<0.1%
9087.72
1
<0.1%
9108.2
1
<0.1%
9109.0
2
<0.1%
LARGEST VALUES
12411.0
29
0.1%
12369.15
1
<0.1%
12366.0
1
<0.1%
12365.5
1
<0.1%
12363.5
1
<0.1%
12345.0
4
<0.1%
12341.0
17
<0.1%
12336.0
6
<0.1%
12334.25
1
<0.1%
12330.0
12
<0.1%
12322.0
4
<0.1%
12321.0
7
<0.1%
12317.5
1
<0.1%
12316.15
1
<0.1%
12316.0
4
<0.1%
Hard coal 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_24
0.76
Hard coal 500 generation_lag_168
0.66
Hard coal 500 generation_lag_24
0.47
Hard coal 200 available_lag_24
-0.41
Hard coal 200 available_lag_168
-0.41
Hard coal 200 generation_lag_168
-0.36
Hard coal 200 generation_lag_24
-0.36
Lignite 300 generation_lag_168
-0.33
50HzT_IMP_lag_168
0.33
Lignite 300 generation_lag_24
-0.33
50HzT_IMP_lag_24
0.31
crossborder_sync_balance_actual_lag_168
0.28
co2_price_pln_actual_lag_24
0.27
co2_price_pln_actual_lag_168
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1592.0
4,736
18.1%
572.0
4,205
16.1%
1132.0
2,835
10.8%
1032.0
2,582
9.9%
12.0
1,408
5.4%
472.0
1,321
5.1%
1026.0
1,264
4.8%
1012.0
746
2.9%
566.0
652
2.5%
1352.0
351
1.3%
992.0
318
1.2%
982.0
274
1.0%
972.0
256
1.0%
1002.0
227
0.9%
1493.0
205
0.8%
SMALLEST VALUES
0.0
3
<0.1%
12.0
1,408
5.4%
27.75
1
<0.1%
42.0
1
<0.1%
55.6199999999999
4
<0.1%
58.8699999999999
2
<0.1%
62.76999999999998
1
<0.1%
67.15000000000009
1
<0.1%
81.0
1
<0.1%
82.0
1
<0.1%
93.59999999999992
1
<0.1%
100.0
1
<0.1%
102.0
2
<0.1%
107.0
1
<0.1%
124.5
1
<0.1%
LARGEST VALUES
1592.0
4,736
18.1%
1591.0
8
<0.1%
1587.0
4
<0.1%
1586.0
13
<0.1%
1584.5
4
<0.1%
1582.0
24
<0.1%
1580.5
2
<0.1%
1579.5
2
<0.1%
1579.0
1
<0.1%
1577.0
28
0.1%
1576.75
1
<0.1%
1576.0
1
<0.1%
1574.75
3
<0.1%
1574.5
2
<0.1%
1572.0
57
0.2%
Lignite 200 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 200 available_lag_24
0.60
generation_njwcd_actual_lag_168
0.46
generation_njwcd_actual_lag_24
0.45
generation_njwcd_forecast_lag_168
0.45
capacity_njwcd_forecast_lag_168
0.45
generation_njwcd_forecast_lag_24
0.45
capacity_njwcd_forecast_lag_24
0.45
Gas 200 generation_lag_24
0.39
Gas 200 generation_lag_168
0.37
Hard coal 100 generation_lag_24
0.37
Hard coal 100 generation_lag_168
0.36
month
-0.25
generation_wind_actual_lag_168
0.22
generation_wind_forecast_lag_168
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1892.0
2,838
10.9%
2092.0
2,357
9.0%
2327.0
1,667
6.4%
2105.0
1,147
4.4%
2127.0
1,049
4.0%
1870.0
935
3.6%
2066.0
769
2.9%
1666.0
624
2.4%
2301.0
538
2.1%
1609.0
492
1.9%
1992.0
423
1.6%
1844.0
395
1.5%
1857.0
317
1.2%
2192.0
302
1.2%
1815.0
299
1.1%
SMALLEST VALUES
1009.0
2
<0.1%
1019.0
2
<0.1%
1068.0
4
<0.1%
1083.77
1
<0.1%
1084.0
1
<0.1%
1109.0
5
<0.1%
1116.0
1
<0.1%
1116.15
1
<0.1%
1124.25
1
<0.1%
1143.67
1
<0.1%
1151.0
8
<0.1%
1166.0
4
<0.1%
1180.25
1
<0.1%
1187.0
3
<0.1%
1188.0
3
<0.1%
LARGEST VALUES
2562.0
34
0.1%
2426.0
61
0.2%
2411.0
22
<0.1%
2403.12
1
<0.1%
2379.0
1
<0.1%
2356.0
1
<0.1%
2349.15
1
<0.1%
2327.0
1,667
6.4%
2325.0
8
<0.1%
2324.0
1
<0.1%
2323.25
1
<0.1%
2321.75
1
<0.1%
2321.25
1
<0.1%
2320.0
1
<0.1%
2319.75
1
<0.1%
Lignite 300 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 300 available_lag_24
0.62
month
-0.44
forecast_PLN
-0.39
Hard coal 100 generation_lag_168
0.37
Lignite 300 generation_lag_168
0.34
Hard coal 100 generation_lag_24
0.32
Hard coal 100 available_lag_168
0.30
Hard coal 100 available_lag_24
0.30
generation_njwcd_actual_lag_168
0.29
generation_njwcd_forecast_lag_168
0.29
capacity_njwcd_forecast_lag_168
0.28
Gas 200 generation_lag_168
0.27
generation_njwcd_forecast_lag_24
0.27
capacity_njwcd_forecast_lag_24
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.22
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3854.0
3,197
12.2%
4614.0
2,637
10.1%
4244.0
2,637
10.1%
3834.0
1,842
7.0%
3464.0
1,391
5.3%
3840.0
1,190
4.6%
4224.0
970
3.7%
3484.0
956
3.7%
3874.0
701
2.7%
3494.0
614
2.3%
3074.0
447
1.7%
3850.0
418
1.6%
3450.0
361
1.4%
4220.0
318
1.2%
3474.0
278
1.1%
SMALLEST VALUES
1910.0
1
<0.1%
1930.0
1
<0.1%
1933.1
1
<0.1%
2030.82
1
<0.1%
2130.0
1
<0.1%
2206.0
1
<0.1%
2280.0
3
<0.1%
2304.0
8
<0.1%
2324.0
2
<0.1%
2330.0
1
<0.1%
2388.4
1
<0.1%
2412.4
1
<0.1%
2419.0
1
<0.1%
2432.4
1
<0.1%
2466.6
1
<0.1%
LARGEST VALUES
4614.0
2,637
10.1%
4609.0
1
<0.1%
4604.0
2
<0.1%
4601.5
2
<0.1%
4594.0
11
<0.1%
4591.5
1
<0.1%
4589.0
1
<0.1%
4584.0
21
<0.1%
4581.5
8
<0.1%
4579.0
2
<0.1%
4576.5
1
<0.1%
4574.0
24
<0.1%
4571.5
1
<0.1%
4566.5
4
<0.1%
4564.0
12
<0.1%
Hard coal 300 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 300 available_lag_24
0.71
Hard coal 300 generation_lag_168
0.41
Hard coal 300 generation_lag_24
0.36
forecast_PLN
0.32
Hard coal 1000 available_lag_168
0.26
co2_price_pln_actual_lag_168
-0.26
co2_price_pln_actual_lag_24
-0.25
co2_price_eur_actual_lag_168
-0.24
Gas 500 generation_lag_24
-0.24
Lignite 200 generation_lag_24
0.24
co2_price_eur_actual_lag_24
-0.24
Hard coal 1000 available_lag_24
0.23
Hard coal 200 generation_lag_24
0.23
Gas 500 generation_lag_168
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1532.0
6,829
26.1%
1146.0
3,448
13.2%
1149.0
3,374
12.9%
763.0
2,016
7.7%
1152.0
751
2.9%
1329.0
718
2.7%
769.0
616
2.4%
1326.0
606
2.3%
949.0
357
1.4%
766.0
288
1.1%
943.0
287
1.1%
946.0
234
0.9%
1449.0
226
0.9%
1346.0
208
0.8%
1529.0
203
0.8%
SMALLEST VALUES
180.0
2
<0.1%
245.0
1
<0.1%
252.84999999999994
1
<0.1%
255.0
1
<0.1%
264.36999999999995
1
<0.1%
280.0
1
<0.1%
320.0
6
<0.1%
327.0499999999999
1
<0.1%
360.0
19
<0.1%
365.5
3
<0.1%
380.0
8
<0.1%
383.0
2
<0.1%
386.0
22
<0.1%
405.0
1
<0.1%
407.5
1
<0.1%
LARGEST VALUES
1532.0
6,829
26.1%
1530.5
1
<0.1%
1529.0
203
0.8%
1526.0
144
0.6%
1525.5
6
<0.1%
1525.0
14
<0.1%
1524.5
3
<0.1%
1524.0
15
<0.1%
1520.5
1
<0.1%
1519.5
1
<0.1%
1519.0
16
<0.1%
1518.5
1
<0.1%
1518.0
3
<0.1%
1517.0
4
<0.1%
1516.5
2
<0.1%
Lignite 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 500 available_lag_24
0.88
co2_price_pln_actual_lag_24
-0.44
co2_price_pln_actual_lag_168
-0.43
co2_price_eur_actual_lag_24
-0.41
forecast_PLN
-0.40
Hard coal 200 available_lag_168
0.39
co2_price_eur_actual_lag_168
-0.39
Hard coal 200 available_lag_24
0.38
month
-0.34
Hard coal 500 generation_lag_168
-0.32
Gas 500 generation_lag_24
-0.31
Hard coal 500 generation_lag_24
-0.30
Hard coal 1000 generation_lag_168
-0.30
Gas 500 generation_lag_168
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.01
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
954.0
21,007
80.4%
474.0
3,686
14.1%
480.0
658
2.5%
666.0
85
0.3%
915.0
47
0.2%
186.0
42
0.2%
802.0
40
0.2%
812.0
38
0.1%
944.0
35
0.1%
754.0
33
0.1%
920.0
30
0.1%
860.0
24
<0.1%
864.0
20
<0.1%
814.0
20
<0.1%
670.0
18
<0.1%
SMALLEST VALUES
0.0
3
<0.1%
23.620000000000005
1
<0.1%
186.0
42
0.2%
240.0
6
<0.1%
316.4500000000001
1
<0.1%
330.0
1
<0.1%
355.5
1
<0.1%
384.0
6
<0.1%
394.0
6
<0.1%
402.0
1
<0.1%
414.0
2
<0.1%
429.0
2
<0.1%
449.0
2
<0.1%
454.0
1
<0.1%
455.25
1
<0.1%
LARGEST VALUES
954.0
21,007
80.4%
944.0
35
0.1%
941.5
1
<0.1%
941.0
1
<0.1%
940.0
7
<0.1%
939.0
1
<0.1%
936.5
1
<0.1%
931.5
3
<0.1%
929.0
3
<0.1%
928.0
6
<0.1%
924.0
3
<0.1%
920.0
30
0.1%
918.0
7
<0.1%
916.5
2
<0.1%
915.0
47
0.2%
Lignite 1000 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 generation_lag_168
0.81
Lignite 1000 available_lag_24
0.47
Lignite 1000 generation_lag_24
0.40
forecast_PLN
0.25
Lignite 300 available_lag_24
-0.24
capacity_jwcd_forecast_lag_168
0.23
Lignite 300 available_lag_168
-0.23
Hard coal 200 available_lag_168
0.19
UA_IMP_lag_24
0.18
Lignite 500 generation_lag_168
0.17
Hard coal 200 generation_lag_168
0.16
generation_jwcd_actual_lag_168
0.16
price
0.15
Hard coal 200 available_lag_24
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.11
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
858.0
22,120
84.6%
0.0
2,471
9.5%
429.0
460
1.8%
380.0
95
0.4%
818.0
84
0.3%
798.0
61
0.2%
778.0
54
0.2%
758.0
53
0.2%
828.0
49
0.2%
808.0
34
0.1%
800.0
32
0.1%
770.0
30
0.1%
810.0
30
0.1%
815.0
29
0.1%
600.0
29
0.1%
SMALLEST VALUES
0.0
2,471
9.5%
13.399999999999974
1
<0.1%
22.970000000000034
1
<0.1%
50.0
1
<0.1%
87.14999999999998
3
<0.1%
100.0
2
<0.1%
103.41999999999996
1
<0.1%
120.66999999999996
1
<0.1%
167.60000000000005
1
<0.1%
214.52
4
<0.1%
220.0
1
<0.1%
250.0
1
<0.1%
261.75
1
<0.1%
300.0
4
<0.1%
304.52
7
<0.1%
LARGEST VALUES
858.0
22,120
84.6%
850.5
2
<0.1%
848.5
1
<0.1%
848.0
1
<0.1%
845.5
2
<0.1%
843.0
5
<0.1%
841.0
1
<0.1%
839.25
1
<0.1%
839.0
1
<0.1%
838.0
8
<0.1%
836.0
1
<0.1%
835.5
2
<0.1%
834.0
1
<0.1%
833.0
25
<0.1%
831.75
1
<0.1%
Biomass 200 available_lag_168
MISSING:
---
TOP CATEGORIES
225.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Biomass 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON Biomass 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Biomass 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
Gas 200 available_lag_168
MISSING:
---
TOP CATEGORIES
457.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Gas 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON Gas 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Gas 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
HPS 100 available_lag_168
MISSING:
---
TOP CATEGORIES
450.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 100 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 100 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 100 available_lag_168
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
HPS 200 available_lag_168
MISSING:
---
TOP CATEGORIES
1256.0
26,136
100%
ALL
26,136
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
weekday
-0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
forecast_PLN
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
generation_solar_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00